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Sanner\\\",\\nyear = \\\"2004\\\",\\ntitle = \\\"Relational and first-order decision-theoretic planning: Foundations and future directions\\\",\\ntype = \\\"{Depth Report}\\\",\\ninstitution = \\\"University of Toronto\\\",\\n  url_paper = {https://ssanner.github.io/papers/anu/sanner-depth.pdf}\\n}\\n\\n\",\"author_short\":[\"Sanner, S.\"],\"key\":\"sanner:dr04\",\"id\":\"sanner:dr04\",\"bibbaseid\":\"sanner-relationalandfirstorderdecisiontheoreticplanningfoundationsandfuturedirections-2004\",\"role\":\"author\",\"urls\":{\" paper\":\"https://ssanner.github.io/papers/anu/sanner-depth.pdf\"},\"metadata\":{\"authorlinks\":{\"sanner, s\":\"https://d3m.mie.utoronto.ca/publications/\"}},\"downloads\":20,\"html\":\"\"},{\"bibtype\":\"techreport\",\"type\":\"Unpublished Manuscript\",\"author\":[{\"firstnames\":[\"S.\"],\"propositions\":[],\"lastnames\":[\"Sanner\"],\"suffixes\":[]}],\"year\":\"2004\",\"title\":\"Refutation-complete binary decision diagrams\",\"institution\":\"University of Toronto\",\"url_paper\":\"https://ssanner.github.io/papers/anu/rcbdd.pdf\",\"bibtex\":\"@techreport{sanner:unpub04, \\nauthor = \\\"S. Sanner\\\",\\nyear = \\\"2004\\\",\\ntitle = \\\"Refutation-complete binary decision diagrams\\\",\\ntype = \\\"{Unpublished Manuscript}\\\",\\ninstitution = \\\"University of Toronto\\\",\\n  url_paper = {https://ssanner.github.io/papers/anu/rcbdd.pdf}\\n}\\n\\n\",\"author_short\":[\"Sanner, S.\"],\"key\":\"sanner:unpub04\",\"id\":\"sanner:unpub04\",\"bibbaseid\":\"sanner-refutationcompletebinarydecisiondiagrams-2004\",\"role\":\"author\",\"urls\":{\" paper\":\"https://ssanner.github.io/papers/anu/rcbdd.pdf\"},\"metadata\":{\"authorlinks\":{\"sanner, s\":\"https://d3m.mie.utoronto.ca/publications/\"}},\"downloads\":4,\"html\":\"\"},{\"bibtype\":\"techreport\",\"type\":\"Technical Report\",\"author\":[{\"firstnames\":[\"S.\"],\"propositions\":[],\"lastnames\":[\"Sanner\"],\"suffixes\":[]}],\"year\":\"2003\",\"title\":\"Towards practical taxonomic classification for description logics on the Semantic Web\",\"institution\":\"Stanford University, Knowledge Systems Lab\",\"number\":\"KSL-03-06\",\"url_paper\":\"https://ssanner.github.io/papers/anu/ksl0301.pdf\",\"bibtex\":\"@techreport{sanner:tr03,\\nauthor = \\\"S. Sanner\\\",\\nyear = \\\"2003\\\",\\ntitle = \\\"Towards practical taxonomic classification for description logics on the {Semantic Web}\\\",\\ntype = \\\"{Technical Report}\\\", \\ninstitution = \\\"Stanford University, Knowledge Systems Lab\\\",\\nnumber = \\\"KSL-03-06\\\",\\n  url_paper = {https://ssanner.github.io/papers/anu/ksl0301.pdf}\\n}\\n\",\"author_short\":[\"Sanner, S.\"],\"key\":\"sanner:tr03\",\"id\":\"sanner:tr03\",\"bibbaseid\":\"sanner-towardspracticaltaxonomicclassificationfordescriptionlogicsonthesemanticweb-2003\",\"role\":\"author\",\"urls\":{\" paper\":\"https://ssanner.github.io/papers/anu/ksl0301.pdf\"},\"metadata\":{\"authorlinks\":{\"sanner, s\":\"https://d3m.mie.utoronto.ca/publications/\"}},\"downloads\":5,\"html\":\"\"}],\n      metadata: {\"owner\":\"sanner, s\",\"authorlinks\":{\"sanner, s\":\"https://d3m.mie.utoronto.ca/publications/\"}},\n      ownerID: \"auLBcR2rEL4LdwQBv\"\n    };\n  </script>\n\n  <script type=\"text/javascript\">\n  var site$;\n  if (typeof $ != 'undefined') {\n    console.log('existing jquery: storing and then restoring');\n    site$ = $;\n    $ = null;\n  }\n  </script>\n\n  <script src=\"https://ajax.googleapis.com/ajax/libs/jquery/2.2.4/jquery.min.js\">\n  </script>\n  <script type=\"text/javascript\">\n  if (site$) {\n    console.log('existing jquery: avoiding conflict and restoring');\n    bb$ = $.noConflict(true);\n    $ = site$;\n  } else {\n    bb$ = $;\n  }\n  </script>\n\n  <script src=\"//bibbase.org/js/bibbase.min.js\"\n          type=\"text/javascript\">\n  </script>\n\n  <script type=\"text/javascript\"\n          src=\"https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.1/MathJax.js?config=TeX-AMS-MML_HTMLorMML\">\n  </script>\n  <script type=\"text/x-mathjax-config\">\n    MathJax.Hub.Config({tex2jax: {inlineMath: [['$','$'], ['\\\\(','\\\\)']]},\n                        skipTags: [\"body\"],\n                        processClass: \"bibbase_paper\"});\n  </script>\n\n  <style>\n  @media print {\n    .dontprint {\n        display: none !important;\n    }\n\n  .bibbase_group {\n    background-color: #E0E0E0;\n    font-style: italic;\n    font-size: larger;\n    text-shadow: 0px 0px 3px #FFFFFF;\n    border-radius: 4px 4px 4px 4px;\n    -moz-border-radius: 4px 4px 4px 4px;\n    -webkit-border-radius: 4px;\n    padding: 5px 40px 5px;\n    margin-top: 10px;\n    margin-bottom: 5px;\n    cursor: pointer;\n  }\n\n  .bibbase_paper {\n    margin-bottom: 5px;\n  }\n\n  }\n  </style>\n\n  \n  <div style=\"float: right; margin-right: 10px; margin-top: 10px; text-align: right; font-size: 12px\">\n    generated by\n    <a href=\"//bibbase.org\"\n       onclick=\"trackOutboundLink('bibbase', 'logo clicked', window.location.href, '//bibbase.org'); return false;\">\n      <img src=\"//bibbase.org/img/logo.svg\"\n           style=\"vertical-align: middle; margin-left: 3px; height: 16px;\"/\n           alt=\"bibbase.org\"\n           title=\"BibBase – The easiest way to maintain your publications page.\"\n        ></a>\n    \n  </div>\n  \n\n  <div id=\"bibbase_header\" class=\"dontprint\" style=\"\">\n\n    <ul class=\"nav nav-pills\" style=\"margin: 0px;\">\n\n      <li class=\"dropdown\" id=\"groupby_dropdown\">\n      <a class=\"dropdown-toggle\"\n         data-toggle=\"dropdown\"\n         href=\"#\">\n          Group by\n          <b class=\"caret\"></b>\n      </a>\n      <ul class=\"dropdown-menu\">\n        <li class=\"groupby year\"><a onclick=\"groupby('year')\">\n            Year</a>\n        </li>\n        <li class=\"groupby author\"><a onclick=\"groupby('author_short')\">\n            Author</a>\n        </li>\n        <li class=\"groupby type\"><a onclick=\"groupby('type')\">\n            Type</a>\n        </li>\n        <li class=\"groupby keyword\"><a onclick=\"groupby('keyword')\">\n            Keyword</a>\n        </li>\n        <li class=\"groupby downloads\"><a onclick=\"groupby('downloads')\">\n            Downloads</a>\n        </li>\n      </ul>\n      </li>\n\n\n      <li class=\"dropdown\" id=\"menu_dropdown\">\n      <a class=\"dropdown-toggle\"\n         data-toggle=\"dropdown\"\n         href=\"#\" alt=\"controls\">\n          <i class=\"fa fa-reorder\" alt=\"controls\"></i>\n          <b class=\"caret\"></b>\n      </a>\n      <ul class=\"dropdown-menu\">\n        <li>\n          <a onclick=\"toggleAll()\">\n            <i class=\"fa fa-chevron-down fa-fw\"></i> Expand/Collapse All\n          </a>\n        </li>\n        <li>\n          <a download=\"Sanner_CV.bib\" href=\"data:text/bibtex;base64,@inproceedings{sanner:aaai24,
	author = {Armin Toroghi and Scott Sanner},
	title = {Bayesian Inference with Complex Knowledge Graph Evidence},
	year = {2024},
	booktitle = {Proceedings of the 38th {AAAI} Conference on Artificial Intelligence ({AAAI-24})},
	address = {Vancouver, Canada},
	url_paper = {https://ssanner.github.io/papers/aaai24_bikg.pdf},
	url_github = {https://github.com/atoroghi/BIKG}
}



@inproceedings{sanner:emnlp23,
  title = {{COUNT}: COntrastive UNlikelihood Text Style Transfer for Text Detoxification},
  author = {Mohammad Mahdi Abdollah Pour and Parsa Farinneya and Manasa Bharadwaj and Nikhil Verma and Ali Pesaranghader and Scott Sanner},
  booktitle = {Findings of the 2023 Conference on Empirical Methods in Natural Language Processing ({EMNLP-23})},
  year = {2023},
  address = {Singapore}, 
  publisher = {Association for Computational Linguistics},
  url_paper = {https://ssanner.github.io/papers/emnlp23_count.pdf},
  url_github = {https://github.com/D3Mlab/count-style-transfer}
}



@inproceedings{sanner:recsys23,
  title = {Large Language Models are Competitive Near Cold-start Recommenders for Language- and Item-based Preferences},
  author = {Scott Sanner and Krisztian Balog and Filip Radlinski and Ben Wedin and Lucas Dixon},
  year = {2023},
  booktitle = {Proceedings of 17th {ACM} Conference on Recommender Systems ({RecSys}-23)},
  address = {Singapore},
  url_paper = {https://ssanner.github.io/papers/recsys23_llmrec.pdf},
  url_arxiv = {https://arxiv.org/abs/2307.14225} 
}



@inproceedings{sanner:iclr23,
	    title = {Conservative Bayesian Model-Based Value Expansion for Offline Policy Optimization},
	    author = {Jihwan Jeong and Xiaoyu Wang and Michael Gimelfarb and Hyunwoo Kim and Baher Abdulhai and Scott Sanner},
	    booktitle = {Proceedings of the International Conference on Learning Representations ({ICLR}-23)},
	    address = {Kigali, Rwanda},
	    year = {2023},
	    url_paper = {https://ssanner.github.io/papers/iclr23_cbop.pdf},
	    url_github = {https://github.com/jihwan-jeong/CBOP}
}



@inproceedings{sanner:icaps23,
	author = {Siow Meng Low and Akshat Kumar and Scott Sanner},
	title = {Safe {MDP} Planning by Learning Temporal Patterns of Undesirable Trajectories and Averting Negative Side Effects},
	booktitle = {Proceedings of the 33rd Conference on Automated Planning and Scheduling ({ICAPS-23})},
	address = {Prague, Czech Republic},
	year = {2023},
 	url_paper = {https://ssanner.github.io/papers/icaps23_tempnse.pdf}
}



@inproceedings{sanner:sigir23a,
	title = {Recipe-MPR: A Test Collection for Evaluating Multi-aspect Preference-based Natural Language Retrieval},
	author = {Haochen Zhang and Anton Korikov and Parsa Farinneya and Mohammad Mahdi Abdollah Pour and Manasa Bharadwaj and Ali Pesaranghader and Xi Yu Huang and Yi Xin Lok and Zhaoqi Wang and Nathan Jones and Scott Sanner},
	booktitle = {Proceedings of the 46th International ACM SIGIR Conference on Research and Development in Information Retrieval ({SIGIR}-23)},
	address = {Taipei, Taiwan},
	year = {2023},
	url_paper = {https://ssanner.github.io/papers/sigir23_recipempr.pdf},
	url_github = {https://github.com/D3Mlab/Recipe-MPR}
}



@inproceedings{sanner:sigir23b,
	title = {Bayesian Knowledge-driven Critiquing with Indirect Evidence},
	author = {Armin Toroghi and Griffin Floto and Zhenwei Tang and Scott Sanner},
	booktitle = {Proceedings of the 46th International ACM SIGIR Conference on Research and Development in Information Retrieval ({SIGIR}-23)},
	address = {Taipei, Taiwan},
	year = {2023},
	url_paper = {https://ssanner.github.io/papers/sigir23_bcie.pdf},
	url_github = {https://github.com/atoroghi/BCIE}
}



@inproceedings{sanner:ecir23,
	author    = {Mohammad Mahdi Abdollah Pour and Parsa Farinneya and Armin Toroghi and Anton Korikov and Ali Pesaranghader and Touqir Sajed and Manasa Bharadwaj and Borislav Mavrin and Scott Sanner},
	title     = {Self-Supervised Contrastive BERT Fine-tuning for Fusion-based Reviewed-Item Retrieval},
	booktitle = {Proceedings of the 45th European Conference on {IR} Research ({ECIR-23})},
	address   = {Dublin, Ireland},
	year      = {2023},
	url_paper = {https://ssanner.github.io/papers/ecir23_rir.pdf},
	url_github = {https://github.com/D3Mlab/rir},
	url_data = {https://github.com/D3Mlab/rir_data}
}



@inproceedings{sanner:acl23,
  author       = {Griffin Floto and
                  Mohammad Mahdi Abdollah Pour and
                  Parsa Farinneya and
                  Zhenwei Tang and
                  Ali Pesaranghader and
                  Manasa Bharadwaj and
                  Scott Sanner},
  title        = {DiffuDetox: {A} Mixed Diffusion Model for Text Detoxification},
  booktitle    = {Findings of the Association for Computational Linguistics: {ACL}-23},
  pages        = {7566--7574},
  publisher    = {Association for Computational Linguistics},
  year         = {2023},
  url_url      = {https://aclanthology.org/2023.findings-acl.478},
  url_paper    = {https://aclanthology.org/2023.findings-acl.478.pdf}
}



@inproceedings{sanner:aaai23a,
	author = {Yudong Xu and Elias B. Khalil and Scott Sanner},
	title = {Graphs, Constraints, and Search for the Abstraction and Reasoning Corpus},
	year = {2023},
	booktitle = {Proceedings of the 37th {AAAI} Conference on Artificial Intelligence ({AAAI-23})},
	address = {Washington D.C., USA},
	url_paper = {https://ssanner.github.io/papers/aaai23_arga.pdf},
	url_github = {https://github.com/khalil-research/ARGA-AAAI23}
}



@inproceedings{sanner:aaai23b,
	author = {Aravinth Chembu and Scott Sanner and Hassan Khurram and Akshat Kumar},
	title = {Scalable and Globally Optimal Generalized L1 k-center Clustering via Constraint Generation in Mixed Integer Linear Programming},
	year = {2023},
	booktitle = {Proceedings of the 37th {AAAI} Conference on Artificial Intelligence ({AAAI-23})},
	address = {Washington D.C., USA},
	url_paper = {https://ssanner.github.io/papers/aaai23_kcenters.pdf},
	url_github = {https://github.com/Aravinthck/Optimal-KCenters}
}



@inproceedings{sanner:cpaior23a,
	title = {Scalable and Near-Optimal Epsilon-tube Clusterwise Regression},
	author = {Aravinth Chembu and Scott Sanner and Elias Khalil},
	booktitle = {Proceedings of the 20th International Conference on the Integration of Constraint Programming, Artificial Intelligence, and Operations Research (CPAIOR-23)}, 
	address = {Nice, France},
	year = {2023},
	url_paper = {https://ssanner.github.io/papers/cpaior23_etcr.pdf},
	url_github = {https://github.com/Aravinthck/CLR-epsTube}
}



@inproceedings{sanner:cpaior23b,
	title = {A Mixed-Integer Linear Programming Reduction of Disjoint Bilinear Programs via Symbolic Variable Elimination}, 
	author = {Jihwan Jeong and Scott Sanner and Akshat Kumar},
	booktitle = {Proceedings of the 20th International Conference on the Integration of Constraint Programming, Artificial Intelligence, and Operations Research (CPAIOR-23)}, 
	address = {Nice, France},
	year = {2023},
	url_paper = {https://ssanner.github.io/papers/cpaior23_dblpsve.pdf},
	url_github = {https://github.com/jihwan-jeong/xaddpy/tree/main/examples/dblp}
}



@inproceedings{sanner:icassp23,
	title = {Towards Dialogue Modeling Beyond Text},
	author = {Tongzi Wu and Yuhao Zhou and Wang Ling and Hojin Yang and Joana Veloso and Lin Sun and Ruixin Huang and Norberto Guimaraes and Scott Sanner},
	booktitle = {Proceedings of the IEEE International Conference on Acoustics, Speech and Signal Processing ({ICASSP-23})},
	address = {Rhodes, Greece},
	year = {2023},
	url_paper = {https://ssanner.github.io/papers/icassp23_beyondtext.pdf}
}



@article{sanner:ipm23,
	author = {Tianshu Shen and Jiaru Li and Mohamed Reda Bouadjenek and Zheda Mai and Scott Sanner},
	title = {Towards Understanding and Mitigating Unintended Biases in Language Model-driven Conversational Recommendation},
	journal = {Information Processing & Management},
	volume = {60},
	number = {1},
	pages = {103139},
	year = {2023},
	url_url = {https://www.sciencedirect.com/science/article/pii/S0306457322002400},
	url_paper = {https://rbouadjenek.github.io/papers/IPM-D-22-00928.pdf},
        url_blog = {https://tinabbb.github.io/posts/lmrec_unintended_bias/index.html},
	url_github = {https://github.com/TinaBBB/Unintended-Bias-LMRec}
}



@article{sanner:tweb23a,
  author = {Arpit Rana and Scott Sanner and Mohamed Reda Bouadjenek and Ron Dicarlantonio and Gary Farmaner},
  title = {User Experience and The Role of Personalization in Critiquing-Based Conversational Recommendation},
  year = {2023},
  publisher = {Association for Computing Machinery},
  address = {New York, NY, USA},
  issn = {1559-1131},
  url_url = {https://doi.org/10.1145/3597499},
  url_paper = {https://rbouadjenek.github.io/papers/TWEB-22-0072.pdf},
  doi = {10.1145/3597499},
  note = {Accepted},
  journal = {ACM Transactions on the Web (TWeb)},
  month = {May}
}



@article{sanner:tweb23b,
	author = {Mohamed Reda Bouadjenek and Scott Sanner and Ga Wu},
	title = {A User-Centric Analysis of Social Media for Stock Market Prediction},
	year = {2023},
	publisher = {Association for Computing Machinery},
	address = {New York, NY, USA},
	journal = {ACM Transactions on the Web},
	volume = {17},
	issue = {2},
	pages = {1--22},
	month = {Mar},
	url_url = {https://dl.acm.org/doi/10.1145/3532856},
	url_preprint = {https://ssanner.github.io/papers/tweb22_userstockpred.pdf}
}



@article{sanner:jvcir23,
	author = {Li, Ruiwen and Mai, Zheda and Zhang, Zhibo and Jang, Jongseong and Sanner, Scott},
	title = {TransCAM: Transformer Attention-Based CAM Refinement for Weakly Supervised Semantic Segmentation},
	year = {2023},
	publisher = {Academic Press, Inc.},
	address = {USA},
	volume = {92},
	number = {C},
	pages = {103800},
	journal = {Journal of Visual Communication and Image Representation},
	month = {Apr},
	url_url = {https://www.sciencedirect.com/science/article/abs/pii/S1047320323000500},
	url_preprint = {https://arxiv.org/pdf/2203.07239.pdf},
	url_github = {https://github.com/liruiwen/TransCAM}
}



@article{sanner:trr23,
  author = {Xiaoyu Wang and Ayal Taitler and Ilia Smirnov and Scott Sanner and Baher Abdulhai},
  title ={eMARLIN: Distributed Coordinated Adaptive Traffic Signal Control with Topology-Embedding Propagation},
  journal = {Transportation Research Record},
  pages = {1--14},
  year = {2023},
  note = {Accepted.},
  url_url = {https://doi.org/10.1177/03611981231184250}
}



@incollection{sanner:handbook23a,
  author       = {Ta Jiun Ting and Scott Sanner and Baher Abdulhai}, 
  title        = {A Comparative Evaluation of Established and Contemporary Deep Learning Traffic Prediction Methods},
  booktitle    = {Handbook on Artificial Intelligence and Transport},
  publisher    = {Edward Elgar Publishing},
  year         = {2023},
  editor       = {Hussein Dia},
  chapter      = {1},
  pages        = {14--46},
  url_url      = {https://www.e-elgar.com/shop/usd/handbook-on-artificial-intelligence-and-transport-9781803929538.html}
}



@incollection{sanner:handbook23b,
  author       = {Xiaoyu Wang and Baher Abdulhai and Scott Sanner}, 
  title        = {A Critical Review of Traffic Signal Control and a Novel Unified View of Reinforcement Learning and Model Predictive Control Approaches for Adaptive Traffic Signal Control},
  booktitle    = {Handbook on Artificial Intelligence and Transport},
  publisher    = {Edward Elgar Publishing},
  year         = {2023},
  editor       = {Hussein Dia},
  chapter      = {17},
  pages        = {482--532},
  url_url      = {https://www.e-elgar.com/shop/usd/handbook-on-artificial-intelligence-and-transport-9781803929538.html}
}



@inproceedings{sanner:neurips22,
	author = {Mathieu Tuli and Andrew Li and Pashootan Vaezipoor and Toryn Klassen and Scott Sanner and Sheila McIlraith},
	year = {2022},
	title = {Learning to Follow Instructions in Text-Based Games},
	booktitle = {Proceedings of the 36th Annual Conference on Advances in Neural Information Processing Systems ({NeurIPS-22})},
	address = {New Orleans, USA},
	url_paper = {https://ssanner.github.io/papers/neurips22_ltltextworld.pdf}
}



@inproceedings{sanner:icml22,
	author = {Jihwan Jeong and Parth Jaggi and Andrew Butler and Scott Sanner},
	title = {An Exact Symbolic Reduction of Linear Smart Predict+Optimize to Mixed Integer Linear Programming},
	booktitle = {Proceedings of the 39th International Conference on Machine Learning ({ICML-22})},
	address = {Baltimore, USA},
	year = {2022},
	url_paper = {https://ssanner.github.io/papers/icml22_emspo.pdf}
}



@inproceedings{sanner:sigir22,
	author = {Zhaolin Gao and Tianshu Shen and Zheda Mai and Mohamed Reda Bouadjenek and Isaac Waller and Ashton Anderson and Ron Bodkin and Scott Sanner},
	title = {Mitigating the Filter Bubble while Maintaining Relevance: Targeted Diversification with VAE-based Recommender Systems},
	booktitle = {Proceedings of the 45th International {ACM} {SIGIR} Conference on Research and Development in Information Retrieval ({SIGIR-22})},
	address   = {Madrid, Spain},
	year = {2022},
	url_paper = {https://ssanner.github.io/papers/sigir22_tdvaecf.pdf}
}



@inproceedings{sanner:www22,
	author = {Tianshu Shen and Zheda Mai and Ga Wu and Scott Sanner},
	title = {Distributional Contrastive Embedding for Clarification-based Conversational Critiquing},
	year = {2022},
	booktitle = {Proceedings of the 31st International Conference on the World Wide Web ({WWW}-22)},
	address = {Online},
	url_paper = {https://ssanner.github.io/papers/www22_dcevae.pdf}
}



@inproceedings{sanner:aaai22a,
	author = {Noah Patton and Jihwan Jeong and Michael Gimelfarb and Scott Sanner},
	title = {A Distributional Framework for Risk-Sensitive End-to-End Planning in Continuous MDPs},
	year = {2022},
	booktitle = {Proceedings of the 36th {AAAI} Conference on Artificial Intelligence ({AAAI-22})},
	address = {Online},
	url_paper = {https://ssanner.github.io/papers/aaai22_raptor.pdf}
}



@inproceedings{sanner:aaai22b,
	author = {{Siow Meng} Low and Akshat Kumar and Scott Sanner},
	title = {Sample-Efficient Iterative Lower Bound Optimization of Deep Reactive Policies for Planning in Continuous MDPs},
	year = {2022},
	booktitle = {Proceedings of the 36th {AAAI} Conference on Artificial Intelligence ({AAAI-22})},
	address = {Online},
	url_paper = {https://ssanner.github.io/papers/aaai22_ilbo.pdf}
}



@inproceedings{sanner:rldm22,
	author = {Michael Gimelfarb and Scott Sanner and Chi-Guhn Lee},
	title = {Distributional Reward Shaping: Point Estimates Are All You Need},
	booktitle = {Proceedings of the fifth Multi-disciplinary Conference on Reinforcement Learning and Decision Making ({RLDM-22})},
	address = {Providence, USA},
	year = {2022},
	url_paper = {https://ssanner.github.io/papers/rldm22_distrs.pdf}
}



@inproceedings{sanner:rcis22,
	author = {Riley Moher and Michael Gruninger and Scott Sanner},
	title = {What's in a (Data) Type? Meaningful Type Safety for Data Science},
	booktitle = {Proceedings of the 16th International Conference on Research Challenges in Information Science ({RCIS-22})},
	address = {Barcelona, Spain},
	year = {2022},
	url_paper = {https://ssanner.github.io/papers/rcis22_datatype.pdf}
}



@article{sanner:mlj22,
	title = {Arbitrary conditional inference in variational autoencoders via fast prior network training},
	author = {Ga Wu and Justin Domke and Scott Sanner},
	journal = {Machine Learning},
	year = {2022},
	note = {In press.},
	url_url = {https://link.springer.com/article/10.1007/s10994-022-06171-2},
	url_preprint = {https://ssanner.github.io/papers/mlj22_condinfvae.pdf}
}



@article{sanner:neurocomp22,
	author = {Zheda Mai and Ruiwen Li and Jihwan Jeong and David Quispe and Hyunwoo Kim and Scott Sanner},
	title = {Online Continual Learning in Image Classification: An Empirical Survey},
	journal   = {Neurocomputing},
	volume    = {469},
	pages     = {28--51},
	year      = {2022},
	url_url  = {https://www.sciencedirect.com/science/article/abs/pii/S0925231221014995},
	url_preprint = {https://arxiv.org/pdf/2101.10423.pdf}
}



@article{sanner:peerj22,
	title = {A Longitudinal Study of Topic Classification on Twitter},
	author = {Mohamed Reda Bouadjenek and Scott Sanner and Zahra Iman and Lexing Xie and Xiaoliang Shi},
	journal = {PeerJ Computer Science},
	year = {2022},
	note = {Accepted.},
	url_url = {https://peerj.com/articles/cs-991},
	url_preprint = {https://ssanner.github.io/papers/peerj22_longtwitter.pdf}
}



@inproceedings{sanner:neurips21a,
	author = {Michael Gimelfarb and Andre Barreto and Scott Sanner and Chi-Guhn Lee},
	year = {2021},
	title = {Risk-Aware Transfer in Reinforcement Learning using Successor Features},
	booktitle = {Proceedings of the 35th Annual Conference on Advances in Neural Information Processing Systems ({NeurIPS-21})},
	address = {Online},
	url_paper = {https://ssanner.github.io/papers/neurips21_rasf.pdf}
}



@inproceedings{sanner:neurips21b,
	author = {Yi Sui and Ga Wu and Scott Sanner},
	year = {2021},
	title = {Representer Point Selection via Local Jacobian Expansion for Post-hoc Classifier Explanation of Deep Neural Networks and Ensemble Models},
	booktitle = {Proceedings of the 35th Annual Conference on Advances in Neural Information Processing Systems ({NeurIPS-21})},
	url_paper = {https://ssanner.github.io/papers/neurips21_rpslje.pdf},
	address = {Online}
}  



@inproceedings{sanner:uai21,
	author = {Michael Gimelfarb and Scott Sanner and Chi-Guhn Lee},
	title = {Contextual Policy Transfer in Reinforcement Learning Domains via Deep Mixtures-of-Experts},
	year = {2021},
	booktitle = {Proceedings of the 37th Conference on Uncertainty in Artificial Intelligence ({UAI-21})},
	url_paper = {https://ssanner.github.io/papers/uai21_contpolreuse.pdf},
	address = {Online}
}



@inproceedings{sanner:ijcai21a,
  author = {Michael Gimelfarb and Scott Sanner and Chi-Guhn Lee},
  year = {2021},
  title = {Bayesian Experience Reuse for Learning from Multiple Demonstrators},
  booktitle = {Proceedings of the 30th International Joint Conference on Artificial Intelligence ({IJCAI-21})},
  address = {Online},
  url_paper = {https://ssanner.github.io/papers/ijcai21_bers.pdf}
}



@inproceedings{sanner:ijcai21b,
  author = {Jihwan Jeong and Parth Jaggi and Scott Sanner},
  year = {2021},
  title = {Symbolic Dynamic Programming for Continuous State MDPs with Linear Program Transitions},
  booktitle = {Proceedings of the 30th International Joint Conference on Artificial Intelligence ({IJCAI-21})},
  address = {Online},
  url_paper = {https://ssanner.github.io/papers/ijcai21_sdplptrans.pdf}
}



@inproceedings{sanner:www21,
  author = {Shengnan Lyu and Arpit Rana and Scott Sanner and Mohamed Reda Bouadjenek},
  title = {A Workflow Analysis of Context-driven Conversational Recommendation},
  year = {2021},
  booktitle = {Proceedings of the 30th International Conference on the World Wide Web (WWW-21)},
  address = {Ljubljana, Slovenia},
  url_paper = {https://ssanner.github.io/papers/www21_convrec.pdf}
}



@inproceedings{sanner:sigir21,
  author = {Hojin Yang and Tianshu Shen and Scott Sanner},
  title = {Bayesian Critiquing with Keyphrase Activation Vectors for VAE-based Recommender Systems},
  year = {2021},
  booktitle = {Proceedings of the 44th International {ACM} {SIGIR} Conference on Research and Development in Information Retrieval {(SIGIR-21)}},
  address   = {Online},
  url_paper = {https://ssanner.github.io/papers/sigir21_tcavcrit.pdf}
}



@inproceedings{sanner:umap21,
  author = {Hojin Yang and Scott Sanner and Ga Wu and Jin Peng Zhou},
  title = {Bayesian Preference Elicitation with Keyphase-Item Coembeddings for Interactive Recommendation},
  year = {2021},
  booktitle = {Proceedings of the the 29th Conference on User Modeling, Adaptation and Personalization ({UMAP-21})},
  address = {Online},
  url_paper = {https://ssanner.github.io/papers/umap21_bayprefkey.pdf}
}



@inproceedings{sanner:aaai21,
  author = {Dongsub Shim and Zheda Mai and Jihwan Jeong and Scott Sanner and Hyunwoo Kim and Jongseong Jang},
  title = {Online Class-Incremental Continual Learning with Adversarial Shapley Value},
  year = {2021},
  booktitle = {Proceedings of the 35th {AAAI} Conference on Artificial Intelligence ({AAAI-21})},
  address = {Online},
  url_paper = {https://ssanner.github.io/papers/aaai21_aser.pdf}
}



@inproceedings{sanner:itsc21a,
	author    = {Ta Jiun Ting and
	Xiaocan Li and
	Scott Sanner and
	Baher Abdulhai},
	title     = {Revisiting Random Forests in a Comparative Evaluation of Graph Convolutional
	Neural Network Variants for Traffic Prediction},
	booktitle = {24th {IEEE} International Intelligent Transportation Systems Conference,
	{ITSC} 2021},
	pages     = {1259--1265},
	publisher = {{IEEE}},
	address = {Indianapolis, USA},
	year      = {2021}
}



@inproceedings{sanner:itsc21b,
	author    = {Parth Jaggi and
	Xiaoyu Wang and
	Nicolas Carrara and
	Scott Sanner and
	Baher Abdulhai},
	title     = {Microscopic Model-Based {RL} Approaches for Traffic Signal Control
	Generalize Better than Model-Free {RL} Approaches},
	booktitle = {24th {IEEE} International Intelligent Transportation Systems Conference,
	{ITSC} 2021},
	pages     = {2525--2532},
	publisher = {{IEEE}},
	address = {Indianapolis, USA},
	year      = {2021}
}



@article{sanner:enbuild21,
  author = {Brent Huchuk and Scott Sanner and William O'Brien},
  title = {Development and Evaluation of Data-driven Controls for Residential Smart Thermostats},
  journal = {Energy and Buildings},
  year = {2021},
  pages = {111201},
  url_url = {https://doi.org/10.1016/j.enbuild.2021.111201}
}



@article{sanner:bps21,
  author = {Brent Huchuk and Scott Sanner and William O'Brien},
  title = {Evaluation of Data-driven Thermal Models for Multi-hour Predictions using Residential Smart Thermostat Data},
  journal = {Journal of Building Performance Simulation},
  year = {2021},
  url_url = {https://doi.org/10.1080/19401493.2020.1864474}
}



@article{sanner:cities21,
  author = {Alexander W. Olson and Fernando Calderon-Figueroa and Olimpia Bidian and Daniel Silver and Scott Sanner},
  title = {Reading the City through its Neighbourhoods: Deep text embeddings of Yelp reviews as a basis for determining similarity and change},
  journal = {Cities},
  volume = {110},
  pages = {103045},
  month = {March},
  year = {2021},
  url_url = {https://www.sciencedirect.com/science/article/abs/pii/S0264275120313937}
}



@article{sanner:eir21,
	author = {Jahromi, Martiya Zare and Jahromi, Amir Abiri and Kundur, Deepa and Sanner, Scott and Kassouf, Marthe},
	title = {Data Analytics for Cybersecurity Enhancement of Transformer Protection},
	year = {2021},
	issue_date = {November 2021},
	publisher = {Association for Computing Machinery},
	address = {New York, NY, USA},
	volume = {1},
	number = {1},
	journal = {SIGENERGY Energy Inform. Rev.},
	month = {dec},
	pages = {12–19},
	numpages = {8},
	url_url = {https://energy.acm.org/eir/data-analytics-for-cybersecurity-enhancement-of-transformer-protection/}
}



@article{sanner:smartgrid21,
	author={Y. M. {Khaw} and A. A. {Jahromi} and M. F. M. {Arani} and S. {Sanner} and D. {Kundur} and M. {Kassouf}},
	title={A Deep Learning-Based Cyberattack Detection System for Transmission Protective Relays}, 
	journal={IEEE Transactions on Smart Grid}, 
	volume    = {12},
	number    = {3},
	pages     = {2554--2565},
	year={2021},
	url_url = {https://ieeexplore.ieee.org/document/9270592}
}



@inproceedings{sanner:recsys20,
  author    = {Hanze Li and Scott Sanner and Kai Luo and Ga Wu},
  title     = {A Ranking Optimization Approach to Latent Linear Critiquing in Conversational Recommender Systems},
  booktitle = {Proceedings of the 14th International {ACM} Conference on Recommender Systems {(RecSys-20)}},
  address   = {Online},
  year      = {2020},
  url_paper = {https://ssanner.github.io/papers/recsys20_rankcrit.pdf}
}



@inproceedings{sanner:sigir20,
  author = {Kai Luo and Hojin Yang and Ga Wu and Scott Sanner},
  title = {Deep Critiquing for VAE-based Recommender Systems},
  year = {2020},
  booktitle = {Proceedings of the 43rd International {ACM} {SIGIR} Conference on Research and Development in Information Retrieval {(SIGIR-20)}},
  address   = {Xi'an, China},
  url_paper = {https://ssanner.github.io/papers/sigir20_cevae.pdf}
}



@inproceedings{sanner:www20,
  author = {Kai Luo and Scott Sanner and Ga Wu and Hanze Li and Hojin Yang},
  title = {Latent Linear Critiquing for Conversational Recommender Systems},
  year = {2020},
  booktitle = {Proceedings of the 29th International Conference on the World Wide Web (WWW-20)},
  address = {Taipei, Taiwan},
  url_paper = {https://ssanner.github.io/papers/www20_llc.pdf}
}



@article{sanner:aij20,
  author = {Buser Say and Scott Sanner},
  title = {Compact and Efficient Encodings for Planning in Factored State and Action Spaces with Learned Binarized Neural Network Transition Models},
  year = {2020},
  volume = {285},
  pages = {103291},
  month = {August},
  year = {2020},
  journal = "Artificial Intelligence Journal ({AIJ})",
  url_paper = {https://doi.org/10.1016/j.artint.2020.103291},
  url_arxiv = {https://arxiv.org/abs/1811.10433}
}



@article{sanner:jair20,
  author = {Ga Wu and Buser Say and Scott Sanner},
  title = {Scalable Planning with Deep Neural Network Learned Transition Models},
  year = {2020},
  volume = {68},
  month = {July},
  journal = {Journal of Artificial Intelligence Research (JAIR)},
  url_paper = {https://ssanner.github.io/papers/jair20_tfplan.pdf}
}



@article{sanner:iet20,
  author = {Iain Guilliard and Felipe Trevizan and Scott Sanner},
  title = {Mitigating the Impact of Light Rail on Urban Traffic Networks using Mixed Integer Linear Programming},
  journal = {IET Intelligent Transport Systems},
  year = {2020},
  volume = {14},
  number = {6}, 
  pages = {523--533},
  url_paper = {https://ssanner.github.io/papers/ietits20_lightrail.pdf}
}



@article{sanner:is20,
  author = {Mohamed Reda Bouadjenek and Scott Sanner and Yihao Du},
  title = {Relevance- and Interface-driven Clustering for Visual Information Retrieval},
  journal = {Information Systems},
  volume = {94},
  pages = {101592},
  year = {2020},
  month = {December},
  url_url = {http://www.sciencedirect.com/science/article/pii/S0306437920300752},
  url_paper = {https://rbouadjenek.github.io/papers/IS_101592.pdf},
  url_preprint = {https://ssanner.github.io/papers/is20_reldclust.pdf}
}



@article{sanner:gean20,
  author = {Olson, Alexander W. and Zhang, Kexin and Calderon-Figueroa, Fernando and Yakubov, Ronen and Sanner, Scott and Silver, Daniel and Arribas-Bel, Dani},
  title = {Classification and Regression via Integer Optimization for Neighborhood Change},
  journal = {Geographical Analysis},
  publisher = {Wiley-Blackwell},
  year = {2020},
  url_url = {https://onlinelibrary.wiley.com/doi/abs/10.1111/gean.12252},
  url_paper = {https://ssanner.github.io/papers/gean20_crionc.pdf}
}



@article{sanner:stbe20,
  author = {Brent Huchuk and William O'Brien and Scott Sanner},
  title = {Exploring smart thermostat users' schedule override behaviors and the energy consequences},
  journal = {Science and Technology for the Built Environment},
  year  = {2020},
  publisher = {Taylor & Francis},
  url_url = {https://doi.org/10.1080/23744731.2020.1814668}
}



@article{sanner:eswa20,
  author = {Du\v{s}an Sovilj and Paul Budnarain and Scott Sanner and Geoff Salmon and Mohan Rao},
  title = {A Comparative Evaluation of Unsupervised Deep Architectures for Intrusion Detection in Sequential Data Streams},
  journal = {Expert Systems With Applications},
  publisher = {Elsevier},
  year = {2020},
  volume = {159},
  pages = {113577},
  month = {November},
  url_paper = {https://ssanner.github.io/papers/eswa20_deepanomaly.pdf}
}



@incollection{sanner:liftedinf20,
  author       = {Roni Khardon and Scott Sanner}, 
  title        = {Stochastic Planning and Lifted Inference},
  booktitle    = {An Introduction to Lifted Probabilistic Inference},
  publisher    = {MIT Press},
  year         = {2020},
  editor       = {Guy {Van den Broeck} and Kristian Kersting and Sriraam Natarajan and David Poole},
  chapter      = {16},
  address      = {Cambridge, MA},
  url_chapter  = {https://arxiv.org/abs/1701.01048},
  note         = {In press.}
}



@inproceedings{sanner:recsys19,
  author = {Ga Wu and Kai Luo and Scott Sanner and Harold Soh},
  title = {Deep Language-based Critiquing for Recommender Systems},
  year = {2019},
  booktitle = {Proceedings of the 13th {ACM} Conference on Recommender Systems ({RecSys-19})},
  address = {Copenhagen, Denmark},
  url_paper = {https://ssanner.github.io/papers/recsys19_deepcrit.pdf},
  url_appendix = {https://ssanner.github.io/papers/recsys19_deepcrit_appendix.pdf}
}



@inproceedings{sanner:cp19,
  author = {Buser Say and Scott Sanner and Sylvie Thiebaux},
  title = {Reward Potentials for Planning with Learned Neural Network Transition Models},
  year = {2019},
  booktitle = {Proceedings of the 25th International Conference on Principles and Practice of Constraint Programming ({CP-19})},
  address = {Stamford, USA},
  url_paper = {https://ssanner.github.io/papers/cp19_rewpotplan.pdf}
}



@inproceedings{sanner:uai19,
  author = {Michael Gimelfarb and Scott Sanner and Chi-Guhn Lee},
  title = {Epsilon-BMC: A Bayesian Ensemble Approach to Epsilon-Greedy Exploration in Model-Free Reinforcement Learning},
  year = {2019},
  booktitle = {Proceedings of the 35th Conference on Uncertainty in Artificial Intelligence ({UAI-19})},
  address = {Tel Aviv, Israel},
  url_paper = {https://ssanner.github.io/papers/uai19_epsbmc.pdf}
}



@inproceedings{sanner:aaai19,
  author = {Thiago Bueno and Leliane Nunes de Barros and Denis Maua and Scott Sanner},
  title = {Deep Reactive Policies for Planning in Stochastic Nonlinear Domains},
  year = {2019},
  booktitle = {Proceedings of the 33rd {AAAI} Conference on Artificial Intelligence ({AAAI-19})},
  address = {Honolulu, USA},
  url_paper = {https://ssanner.github.io/papers/aaai19_drp.pdf}
}



@inproceedings{sanner:sigir19a,
  author    = {Ga Wu and Maksims Volkovs and Chee Loong Soon and Scott Sanner and Himanshu Rai},
  title     = {Noise Contrastive Estimation for One-Class Collaborative Filtering},
  booktitle = {Proceedings of the 42nd International {ACM} {SIGIR} Conference on Research and Development in Information Retrieval {(SIGIR-19)}},
  address   = {Paris, France},
  year      = {2019},
  url_paper = {https://ssanner.github.io/papers/sigir19_nceplrec.pdf}
}



@inproceedings{sanner:sigir19b,
  author    = {Ga Wu and Mohamed Reda Bouadjenek and Scott Sanner},
  title     = {One-Class Collaborative Filtering with the Queryable Variational Autoencoder},
  booktitle = {Proceedings of the 42nd International {ACM} {SIGIR} Conference on Research and Development in Information Retrieval {(SIGIR-19)}},
  address   = {Paris, France},
  year      = {2019},
  url_paper = {https://ssanner.github.io/papers/sigir19_qvae.pdf},
  url_appendix = {https://ssanner.github.io/papers/sigir19_qvae_appendix.pdf}
}



@inproceedings{sanner:cpaior19,
  author = {Buser Say and Scott Sanner},
  year = {2019},
  title = {Metric Hybrid Factored Planning in Nonlinear Domains with Constraint Generation},
  booktitle = {Proceedings of the 16th International Conference on the Integration of Constraint Programming, Artificial Intelligence, and Operations Research ({CPAIOR-19})},
  address = {Thessaloniki, Greece},
  url_paper = {https://ssanner.github.io/papers/cpaior19_scipplan.pdf}
}



@inproceedings{sanner:sdm19,
  author   = {Yakun Wang and Ga Wu and Mohamed Reda Bouadjenek and Scott Sanner and Sen Su and Zhongbao Zhang},
  title    = {A Novel Regularizer for Temporally Stable Learning with an Application to Twitter Topic Classification},
  booktitle = {Proceedings of the SIAM International Conference on Data Mining ({SDM-19})},
  address   = {Calgary, Canada},
  year      = {2019},
  url_paper = {https://ssanner.github.io/papers/sdm19_tempreg.pdf}
}  



@article{sanner:tkde19,
  author = {Bohan Zhang and Scott Sanner and Mohamed Reda Bouadjenek and Shagun Gupta},
  title = {Bayesian Networks for Data Integration in the Absence of Foreign Keys},
  journal = {IEEE Transactions on Knowledge and Data Engineering (TKDE)},
  year = {2019},
  volume = {32},
  number = {4},
  pages = {803--808},
  url_paper = {https://ssanner.github.io/papers/tkde19_bnfusion.pdf},
  url_appendix = {https://ssanner.github.io/papers/tkde19_bnfusion_supp.pdf}
}



@article{sanner:be19,
	author = {B. Huchuk and S. Sanner and W. O'Brien},
	title = {Comparison of machine learning models for occupancy prediction in residential buildings using connected thermostat data},
	year = {2019},
	journal = {Building and Environment},
	volume = {160},
	pages = {106177},
	month = {August},
	url_paper = {https://www.sciencedirect.com/science/article/abs/pii/S0360132319303877}
}



@article{sanner:cjc19,
	author = {S. Gupta and D. T. Ko and P. Azizi and M. R. Bouadjenek and M. Koh and A. Chong and P. C. Austin and S. Sanner},
	title = {Evaluation of Machine Learning Algorithms for Predicting Readmission After Acute Myocardial Infarction Using Routinely Collected Clinical Data},
	journal = {Canadian Journal of Cardiology},
	publisher = {Elsevier},
	month = {June},
	year = {2019},
	volume = {36},
	issue = {6},
	pages = {878--885},
	url_paper = {http://www.sciencedirect.com/science/article/pii/S0828282X19313583}
}



@inproceedings{sanner:nips18,
  author = {Michael Gimelfarb and Scott Sanner and Chi-Guhn Lee},
  year = {2018},
  title = {Reinforcement Learning with Multiple Experts: A Bayesian Model Combination Approach},
  booktitle = {Proceedings of the 32nd Annual Conference on Advances in Neural Information Processing Systems ({NeurIPS-18})},
  address = {Montreal, QC, Canada},
  url_paper = {https://ssanner.github.io/papers/nips18_bmcrs.pdf} 
}  



@inproceedings{sanner:recsys18b,
  author = {Maksims Volkovs and Himanshu Rai and Zhaoyue Cheng and Ga Wu and Yichao Lu and Scott Sanner},
  title = {Two-stage Model for Automatic Playlist Continuation at Scale},
  booktitle = {Proceedings of the ACM Recommender Systems Challenge 2018 ({RecSys-18})},
  year = {2018},
  address = {Vancouver, BC, Canada},
  note = {1st place in 2018 ACM RecSys Challenge.},
  url_paper = {https://ssanner.github.io/papers/recsys18_challenge.pdf}
}



@inproceedings{sanner:recsys18a,
  author = {Yu Qing Zhou and Ga Wu and Scott Sanner and Putra Manggala},
  title = {Aesthetic Features for Personalized Photo Recommendation},
  year = {2018},
  booktitle = {Proceedings of the 12th ACM Conference on Recommender Systems ({RecSys-18})},
  address = {Vancouver, BC, Canada},
  url_paper = {https://ssanner.github.io/papers/recsys18_aesthetic.pdf}
}



@inproceedings{sanner:umap18,
  author = {Dusan Sovilj and Scott Sanner and Harold Soh and Hanze Li},
  year = {2018},
  title = {Collaborative Filtering with Behavioral Models},
  booktitle = {Proceedings of the 26th Conference on User Modeling, Adaptation and Personalization ({UMAP-18})},
  address = {Singapore},
  url_paper = {https://ssanner.github.io/papers/umap18_bbcf.pdf}
}



@inproceedings{sanner:cpaior18,
  author = {Zhijiang Ye and Buser Say and Scott Sanner},
  year = {2018},
  title = {Symbolic Bucket Elimination for Piecewise Continuous Constrained Optimization},
  booktitle = {Proceedings of the 15th International Conference on the Integration of Constraint Programming, Artificial Intelligence, and Operations Research ({CPAIOR-18})},
  note = {Recipient of the Best Student Paper Award.},
  address = {Delft, Netherlands},
  url_paper = {https://ssanner.github.io/papers/cpaior18_sbe.pdf}
}



@inproceedings{sanner:ijcai18a,
  author = {Buser Say and Scott Sanner},
  year = {2018},
  title = {Planning in Factored State and Action Spaces with Learned Binarized Neural Network Transition Models},
  booktitle = {Proceedings of the 27th International Joint Conference on Artificial Intelligence ({IJCAI-18})},
  address = {Stockholm, Sweden},
  url_paper = {https://ssanner.github.io/papers/ijcai18_bnnplan.pdf}
}



@inproceedings{sanner:ijcai18b,
  author = {Samuel Kolb and Martin Mladenov and Scott Sanner and Vaishak Belle and Kristian Kersting},
  year = {2018},
  title = {Efficient Symbolic Integration for Probabilistic Inference},
  booktitle = {Proceedings of the 27th International Joint Conference on Artificial Intelligence ({IJCAI-18})},
  address = {Stockholm, Sweden},
  url_paper = {https://ssanner.github.io/papers/ijcai18_symint.pdf}
}



@article{sanner:be18,
	author = {B. Huchuk and W. O'Brien and S. Sanner},
	title = {A Longitudinal Study of Thermostat Behaviors based on Climate, Seasonal, and Energy Price Considerations using Connected Thermostat Data},
	year = {2018},
	journal = {Building and Environment},
	volume = {139},
	month = {July},
	pages = {199--210},
        url_paper = {https://www.sciencedirect.com/science/article/pii/S0360132318302634}
}



@article{sanner:hf18,
	author = {S. W. Kortschot and D. Sovilj and G. A. Jamieson and S. Sanner and C. Carrasco and H. Soh},
	title = {Measuring and Mitigating the Costs of Attentional Switches in Active Network Monitoring for Cybersecurity},
	year = {2018},
	journal = {Human Factors},
	url_paper = {http://journals.sagepub.com/doi/10.1177/0018720818784107}
}



@article{sanner:tb18,
  author = {Jason Riordon and Dusan Sovilj and Scott Sanner and David Sinton and {Edmond W.K.} Young},
  title = {Deep Learning with Microfluidics for Biotechnology},
  year = {2018},
  journal = {Trends in Biotechnology},
  url_paper = {https://doi.org/10.1016/j.tibtech.2018.08.005}
}



@inproceedings{sanner:nips17,
  author = {Ga Wu and Buser Say and Scott Sanner},
  year = {2017},
  title = {Scalable Planning with Tensorflow for Hybrid Nonlinear Domains},
  booktitle = {Proceedings of the 31st Annual Conference on Advances in Neural Information Processing Systems ({NeurIPS-17})},
  address = {Long Beach, CA},
  url_paper = {https://ssanner.github.io/papers/nips17_tfplan.pdf}
}  



@inproceedings{sanner:ijcai17,
  author = {Buser Say and Ga Wu and Yuqing Ivan Zhou and Scott Sanner},
  year = {2017},
  title = {Nonlinear Hybrid Planning with Deep Net Learned Transition Models and Mixed-Integer Linear Programming},
  booktitle = {Proceedings of the 26th International Joint Conference on Artificial Intelligence ({IJCAI-17})},
  address = {Melbourne, Australia},
  url_paper = {https://ssanner.github.io/papers/ijcai17_hdmilp.pdf}
}  



@inproceedings{sanner:icwsm17,
  author = "Zahra Iman and Scott Sanner and Mohamed Reda Bouadjenek and Lexing Xie",
  year = "2017",
  title = "A Longitudinal Study of Topic Classification on Twitter",
  booktitle = "Proceedings of the 11th International AAAI Conference on Web and Social Media ({ICWSM-17})",
  address = {Montreal, Canada},
  url_paper = {https://ssanner.github.io/papers/icwsm17_tclass.pdf}
}



@inproceedings{sanner:icaps17,
  author = "Shamin Kinathil and Harold Soh and Scott Sanner",
  year = "2017",
  title = "Analytic Decision Analysis via Symbolic Dynamic Programming for Parameterized Hybrid MDPs",
  booktitle = "Proceedings of the 27th Conference on Automated Planning and Scheduling ({ICAPS-17})",
  address = {Pittsburgh, PA},
  url_paper = {https://ssanner.github.io/papers/icaps17_phmdp.pdf}
}



@inproceedings{sanner:www17,
  author = {Marian-Andrei Rizoiu and Lexing Xie and Scott Sanner and Manuel Cebrian and Honglin Yu and Pascal {Van Hentenryck}},
  title = {Expecting to be HIP: Hawkes Intensity Processes for Social Media Popularity},
  year = {2017},
  booktitle = {Proceedings of the 26th International Conference on the World Wide Web ({WWW-17})},
  address = {Perth, Australia},
  url_paper = {https://ssanner.github.io/papers/www17_hip.pdf}
}



@inproceedings{sanner:iui17,
  author = {Harold Soh and Scott Sanner and Madeleine White and Greg Jamieson},
  title = {Deep Sequential Recommendation for Personalized Adaptive User Interfaces},
  year = {2017},
  booktitle = {Proceedings of the 22nd {ACM} International Conference on Intelligent User Interfaces {(IUI-17)}},
  address = {Limassol, Cyprus},
  url_paper = {https://ssanner.github.io/papers/iui17_deeprec.pdf}
}



@inproceedings{sanner:aaai17a,
  author = {Aswin Raghavan and Scott Sanner and Prasad Tadepalli and Alan Fern and Roni Khardon},
  title = {Hindsight Optimization for Hybrid State and Action MDPs},
  year = {2017},
  booktitle = {Proceedings of the 31st {AAAI} Conference on Artificial Intelligence ({AAAI-17})},
  address = {San Francisco, USA},
  url_paper = {https://ssanner.github.io/papers/aaai17_hsahop.pdf}
}



@inproceedings{sanner:aaai17b,
  author = {Suvash Sedhain and Aditya Menon and Scott Sanner and Lexing Xie and Darius Braziunas},
  title = {Low-rank Linear Cold-Start Recommendation from Social Data},
  year = {2017},
  booktitle = {Proceedings of the 31st {AAAI} Conference on Artificial Intelligence ({AAAI-17})},
  address = {San Francisco, USA},
  url_paper = {https://ssanner.github.io/papers/aaai17_loco.pdf}
}



@inproceedings{sanner:socs17,
  author    = {Alberto Camacho and
               Oscar Chen and
               Scott Sanner and
               Sheila A. McIlraith},
  title     = {Non-Markovian Rewards Expressed in {LTL:} Guiding Search Via Reward Shaping},
  booktitle = {Proceedings of the Tenth International Symposium on Combinatorial Search ({SoCS-17})},
  url_paper = {http://www.cs.toronto.edu/~sheila/publications/cam-etal-socs17.pdf},
  pages     = {159--160},
  year      = {2017}
}



@inproceedings{sanner:rldm17,
  author    = {Alberto Camacho and
               Oscar Chen and
               Scott Sanner and
               Sheila A. McIlraith},
  title     = {Decision-Making with Non-Markovian Rewards: From {LTL} to automata-based reward shaping},
  booktitle = {Proceedings of the Multi-disciplinary Conference on Reinforcement Learning and Decision Making ({RLDM-17})},
  pages={279-283},
  url_paper = {http://www.cs.toronto.edu/~sheila/publications/cam-etal-rldm17.pdf},
  year      = {2017},
  note = {See also University of Toronto Technical Report CSRG-632}
}



@techreport{sanner:techreport17,
  title = {Decision-Making with Non-Markovian Rewards: Guiding search via automata-based reward shaping},
  author    = {Alberto Camacho and
               Oscar Chen and
               Scott Sanner and
               Sheila A. McIlraith},
  url_paper = {ftp://ftp.cs.toronto.edu/csrg-technical-reports/632/cam-che-san-mci-tr2017.pdf},
  year = {2017},
  month = {June},
  institution = {Department of Computer Science, University of Toronto},
  number = {CSRG-632}
}							   



@proceedings{sanner:icaps16,
  editor = {Amanda Jane Coles and Andrew Coles and Stefan Edelkamp and Daniele Magazzeni and Scott Sanner},
  title  = {Proceedings of the Twenty-Sixth International Conference on Automated Planning and Scheduling, {{ICAPS}} 2016, London, UK, June 12-17, 2016},
  publisher = "{AAAI} Press",
  year      = "2016"
}



@article{sanner:aij16,
  author = {K. V. Delgado and L. N. de Barros and D. B. Dias and S. Sanner},
  title = {Real-time Dynamic Programming for Markov Decision Processes with Imprecise Probabilities},
  year = {2016},
  journal = "Artificial Intelligence Journal ({AIJ})",
  volume = "230",
  pages = "192--223",
  url_paper = {http://www.sciencedirect.com/science/article/pii/S0004370215001411}
}



@article{sanner:trr16,
  author = {I. Guilliard and S. Sanner and F. Trevizan and B. Williams},
  title = {A Non-homogenous Time Mixed Integer LP Formulation for Traffic Signal Control},
  year = {2016},
  volume = {2525},
  note = {Recipient of the Kikuchi-Karlaftis Best Paper Award.},
  journal = {Transport Research Record ({TRR}): Journal of the Transport Research Board},
  url_paper = {https://ssanner.github.io/papers/anu/TRR_qtm_paper.pdf}
}



@inproceedings{sanner:ijcai16a,
  author = {S. Sedhain and H. Bui and J. Kawale and N. Vlassis and B. Kveton and A. Menon and T. Bui and S. Sanner},
  year = {2016},
  title = {Practical Linear Models for Large-Scale One-Class Collaborative Filtering},
  booktitle = {Proceedings of the 25th International Joint Conference on Artificial Intelligence ({IJCAI-16})},
  address = {New York, USA},
  url_paper = {https://ssanner.github.io/papers/anu/ijcai16_proj_lrec.pdf}
}



@inproceedings{sanner:ijcai16b,
  author = {S. Kinathil and S. Sanner and S. Das and N. Della-Penna},
  year = {2016},
  title = {A Symbolic Closed-form Solution to Sequential Market Making with Inventory},
  booktitle = {Proceedings of the 25th International Joint Conference on Artificial Intelligence ({IJCAI-16})},
  address = {New York, USA},
  url_paper = {https://ssanner.github.io/papers/anu/ijcai16_mm.pdf}
}



@inproceedings{sanner:aaai16a,
  author = {H. Afshar and S. Sanner and C. Webers},
  title = {Closed-form Gibbs Sampling for Graphical Models with Algebraic Constraints},
  year = {2016},
  booktitle = {Proceedings of the 30th {AAAI} Conference on Artificial Intelligence ({AAAI-16})},
  address = {Phoenix, USA},
  url_paper = {https://ssanner.github.io/papers/anu/aaai16_sgibbs.pdf}
}



@inproceedings{sanner:aaai16b,
  author = {S. Sedhain and A. Menon and S. Sanner and D. Braziunas},
  title = {On the Effectiveness of Linear Models for One-Class Collaborative Filtering},
  year = {2016},
  booktitle = {Proceedings of the 30th {AAAI} Conference on Artificial Intelligence ({AAAI-16})},
  address = {Phoenix, USA},
  url_paper = {https://ssanner.github.io/papers/anu/aaai16_lrec.pdf}
}



@article{sanner:aimag15,
  author     = {M. Vallati and L. Chrpa and M. Grzes and T. L. McCluskey and M. Roberts and S. Sanner},
  title      = {The 2014 International Planning Competition: Progress and Trends}, 
  journal    = {Artificial Intelligence Magazine ({AI Magazine})},
  year       = {2015},
  volume={36},
  number={3},
  pages={90--98},
  url_paper = {https://ssanner.github.io/papers/anu/aimag15_ipc.pdf}
}



@inproceedings{sanner:www15,
  author    = {S. Sedhain and A. Menon and S. Sanner and L. Xie},
  title     = {AutoRec: Autoencoders Meet Collaborative Filtering},
  booktitle = {Proceedings of the 24th International Conference on the World Wide Web {(WWW-15)}},
  address   = {Florence, Italy},
  year      = {2015},
  url_paper = {https://ssanner.github.io/papers/anu/www15.pdf}
}



@inproceedings{sanner:icwsm15,
  author    = {H. Yu and L. Xie and S. Sanner},
  title     = {The Lifecyle of a Youtube Video: Phases, Content and Popularity},
  booktitle = {Proceedings of the 9th International Conference on Web and Social Media {(ICWSM-15)}},
  address   = {Oxford, UK},
  year      = {2015},
  url_paper = {https://ssanner.github.io/papers/anu/icwsm15.pdf}
}



@inproceedings{sanner:aaai15a,
  author = {H. Afshar and S. Sanner and E. Abbasnejad},
  title = {Linear-time {Gibbs} Sampling in Piecewise Graphical Models},
  year = {2015},
  booktitle = {Proceedings of the 29th {AAAI} Conference on Artificial Intelligence ({AAAI-15})},
  address = {Austin, USA},
  url_paper = {https://ssanner.github.io/papers/anu/aaai15_fb.pdf}
}



@inproceedings{sanner:aaai15b,
  author = {E. Abbasnejad and J. Domke and S. Sanner},
  title = {Loss-calibrated {Monte Carlo} Action Selection},
  year = {2015},
  booktitle = {Proceedings of the 29th {AAAI} Conference on Artificial Intelligence ({AAAI-15})},
  address = {Austin, USA},
  url_paper = {https://ssanner.github.io/papers/anu/aaai15_mcas.pdf}
}



@inproceedings{sanner:aaai15c,
  author = {L. G. Rocha Vianna and L. N. de Barros and S. Sanner},
  title = {Real-time Symbolic Dynamic Programming for Hybrid {MDPs}},
  year = {2015},
  booktitle = {Proceedings of the 29th {AAAI} Conference on Artificial Intelligence ({AAAI-15})},
  address = {Austin, USA},
  url_paper = {https://ssanner.github.io/papers/anu/aaai15_rtsdp.pdf}
}



@inproceedings{sanner:aaai15d,
  author = {G. Wu and S. Sanner and Rodrigo F.S.C. Oliveira},
  title = {Bayesian Model Averaging Naive {Bayes}: Averaging over an Exponential Number of Feature Models in Linear Time},
  year = {2015},
  booktitle = {Proceedings of the 29th {AAAI} Conference on Artificial Intelligence ({AAAI-15})},
  address = {Austin, USA},
  url_paper = {https://ssanner.github.io/papers/anu/aaai15_bmanb.pdf}
}



@inproceedings{sanner:sigir15,
  author    = {M. Golestan Far and S. Sanner and M. R. Bouadjenek and G. Ferraro and D. Hawking},
  title     = {On Term Selection Techniques for Patent Prior Art Search},
  booktitle = {Proceedings of the 38th International {ACM} {SIGIR} Conference on Research and Development in Information Retrieval {(SIGIR-15)}},
  address   = {Santiago, Chile},
  pages     = {803--806},
  year      = {2015},
  url_paper = {https://ssanner.github.io/papers/anu/sigir15_patents.pdf}
}



@inproceedings{sanner:icail15,
  author    = {M. R. Bouadjenek and S. Sanner and G. Ferraro},
  title     = {A Study of Query Reformulation for Patent Prior Art Search with Partial Patent Applications},
  booktitle = {Proceedings of the 15th International Conference on Artificial Intelligence and Law {(ICAIL-15)}},
  address   = {San Diego, USA},
  pages     = {23--32},
  year      = {2015},
  url_paper = {https://ssanner.github.io/papers/anu/icail15.pdf}
}



@inproceedings{sanner:pakdd15,
  author    = {K.{-}N. Tran and P. Christen and S. Sanner and L. Xie},
  title     = {Context-Aware Detection of Sneaky Vandalism on Wikipedia Across Multiple Languages},
  booktitle = {Advances in Knowledge Discovery and Data Mining - 19th Pacific-Asia Conference {(PAKDD-15)}},
  address   = {Ho Chi Minh City, Vietnam},
  note = {Recipient of the Best Student Paper Award.},
  pages     = {380--391},
  year      = {2015},
  url_paper = {https://ssanner.github.io/papers/anu/pakdd15.pdf}
}



@inproceedings{sanner:recsys14,
  author = {S. Sedhain and S. Sanner and D. Braziunas and L. Xie and J. Christensen},
  year = {2014},
  title = {Social Collaborative Filtering for Cold-start Recommendations},
  booktitle = {Proceedings of the 8th {ACM} Conference on Recommender Systems ({RecSys-14})},
  address = {Foster City, USA},
  url_paper = {https://ssanner.github.io/papers/anu/recsys14.pdf}
}



@inproceedings{sanner:acmmm14,
  author = {H. Yu and L. Xie and S. Sanner},
  year = {2014},
  title = {Twitter-driven Youtube Views: Beyond Individual Influencers},
  booktitle = {Proceedings of the 22nd {ACM} International Conference on Multimedia ({ACM MM-14})},
  address = {Orlando, USA},
  url_paper = {https://ssanner.github.io/papers/anu/acmmm14.pdf}
}



@inproceedings{sanner:uai14a,
  author = {R. Marchant and F. Ramos and S. Sanner},
  year = {2014}, 
  title = {Sequential Bayesian Optimisation for Spatial-Temporal Monitoring},
  booktitle = {Proceedings of the 30th Conference on Uncertainty in Artificial Intelligence ({UAI-14})},
  address = {Quebec City, Canada},
  url_paper = {https://ssanner.github.io/papers/anu/uai14sbo.pdf}
}



@inproceedings{sanner:uai14b,
  author = {S. Kinathil and S. Sanner and N. Della Penna},
  year = {2014}, 
  title = {Closed-form Solutions to a Subclass of Continuous Stochastic Games via Symbolic Dynamic Programming},
  booktitle = {Proceedings of the 30th Conference on Uncertainty in Artificial Intelligence ({UAI-14})},
  address = {Quebec City, Canada},
  url_paper = {https://ssanner.github.io/papers/anu/uai14czerosum.pdf}
}



@article{sanner:dagstuhl14,
  author =	{J. F{\"u}rnkranz and E. H{\"u}llermeier and C. Rudin and R. Slowinski and S. Sanner},
  title =	{{Preference Learning (Dagstuhl Seminar 14101)}},
  pages =	{1--27},
  journal =	{{Dagstuhl Reports}},
  ISSN =	{2192-5283},
  year =	{2014},
  volume =	{4},
  number =	{3},
  editor =	{Johannes F{\"u}rnkranz and Eyke H{\"u}llermeier and Cynthia Rudin and Roman Slowinski and Scott Sanner},
  publisher =	{Schloss Dagstuhl--Leibniz-Zentrum fuer Informatik},
  address =	{Dagstuhl, Germany},
  URL =		{http://drops.dagstuhl.de/opus/volltexte/2014/4550/pdf/dagrep_v004_i003_p001_s14101.pdf},
  doi =		{http://dx.doi.org/10.4230/DagRep.4.3.1}
}



@inproceedings{sanner:uai13,
  author = {L. G. Rocha Vianna and S. Sanner and L. N. de Barros},
  year = {2013}, 
  title = {Bounded Approximate Symbolic Dynamic Programming for Hybrid {MDP}s},
  booktitle = {Proceedings of the 29th Conference on Uncertainty in Artificial Intelligence ({UAI-13})},
  address = {Bellevue, USA},
  url_paper = {https://ssanner.github.io/papers/anu/uai13.pdf}
}



@inproceedings{sanner:icml13,
  author = {T. Nguyen and S. Sanner},
  title = {Algorithms for Direct 0-1 Loss Optimization in Binary Classification},
  booktitle = {Proceedings of the 30th International Conference on Machine Learning ({ICML-13})},
  address = {Atlanta, USA},
  year = {2013},
  url_paper = {https://ssanner.github.io/papers/anu/icml13.pdf}
}



@inproceedings{sanner:sigir13,
  author = {R. Mehrotra and S. Sanner and W. Buntine and L. Xie},
  title = {Improving {LDA} Topic Models for Microblogs via Automatic Tweet Labeling and Pooling},
  booktitle = {Proceedings of the 36th Annual ACM SIG Information Retrieval Conference ({SIGIR-13})},
  address = {Dublin, Ireland},
  year = {2013},
  url_paper = {https://ssanner.github.io/papers/anu/sigir13.pdf}
} 



@inproceedings{sanner:ijcai13a,
  author = {E. Abbasnejad and S. Sanner and E. V. Bonilla and P. Poupart}, 
  title = {Learning Community-based Preferences via Dirichlet Process Mixtures of Gaussian Processes}, 
  booktitle = {Proceedings of the 23rd International Joint Conference on Artificial Intelligence ({IJCAI-13})}, 
  address = {Beijing, China},
  year = {2013},
  url_paper = {https://ssanner.github.io/papers/anu/mogp.pdf} 
}



@inproceedings{sanner:ijcai13b,
  author = {Z. Zamani and S. Sanner and K. V. Delgado and L. Nunes {de Barros}},
  title = {Robust Optimization for Hybrid {MDPs} with State-dependent Noise}, 
  booktitle = {Proceedings of the 23rd International Joint Conference on Artificial Intelligence ({IJCAI-13})}, 
  address = {Beijing, China},
  year = {2013},
  url_paper = {https://ssanner.github.io/papers/anu/hybnoise.pdf} 
}



@inproceedings{sanner:cosn13,
  author = {S. Sedhain and S. Sanner and L. Xie and R. Kidd and K.-N. Tran and P. Christen},
  title = {Social Affinity Filtering: Recommendation through Fine-grained Analysis of User Interactions and Activities},
  booktitle = {Proceedings of the ACM Conference on Online Social Networks ({COSN-13})},
  address = {Boston, USA},
  year= {2013},
  url_paper = {https://ssanner.github.io/papers/anu/cosn13.pdf}
}



@inproceedings{sanner:nips12,
  author = {Z. Zamani and S. Sanner and P. Poupart and K. Kersting},
  year = {2012},
  title = {Symbolic Dynamic Programming for Continuous State and Observation POMDPs},
  booktitle = {Proceedings of the 26th Annual Conference on Advances in Neural Information Processing Systems ({NeurIPS-12})},
  address = {Lake Tahoe, Nevada},
  url_paper = {https://ssanner.github.io/papers/anu/nips12.pdf}
}



@inproceedings{sanner:ecml12,
  author = {S. Guo and S. Sanner and T. Graepel and W. Buntine},
  year = {2012},
  title = {Score-based Bayesian Skill Learning},
  booktitle = {Proceedings of the European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases ({ECML/PKDD-12})}, 
  address = {Bristol, UK},
  url_paper = {https://ssanner.github.io/papers/anu/sbsl_ecml2012.pdf}
}



@inproceedings{sanner:aaai12a,
  author = {S. Sanner and E. Abbasnejad},
  year = {2012},
  title = {Symbolic Variable Elimination for Discrete and Continuous Graphical Models},
  booktitle = {Proceedings of the 26th AAAI Conference on Artificial Intelligence ({AAAI-12})},
  address = {Toronto, Canada},
  url_paper = {https://ssanner.github.io/papers/anu/aaai12_sve.pdf}
}



@inproceedings{sanner:aaai12b,
  author = {Z. Zamani and S. Sanner and C. Fang},
  year = {2012},
  title = {Symbolic Dynamic Programming for Continuous State and Action MDPs},
  booktitle = {Proceedings of the 26th AAAI Conference on Artificial Intelligence ({AAAI-12})},
  address = {Toronto, Canada},
  url_paper = {https://ssanner.github.io/papers/anu/aaai12_sdp.pdf}
}



@inproceedings{sanner:sigir12,
  author = {K.-W. Lim and S. Sanner and S. Guo},
  year = {2012},
  title = {On the Mathematical Relationship between Expected n-call@k and the Relevance vs. Diversity Trade-off},
  booktitle = {Proceedings of the 35th Annual ACM SIG Information Retrieval Conference ({SIGIR-12})},
  address = {Portland, USA},
  url_paper = {https://ssanner.github.io/papers/anu/sigir12.pdf}
}



@inproceedings{sanner:www12,
  author = {J. Noel and S. Sanner and K-N. Tran and P. Christen and L. Xie and E. Bonilla and E. Abbasnejad and N. Della Penna},
  year = {2012},
  title = {New Objectives for Social Collaborative Filtering},
  booktitle = {Proceedings of the 21st International Conference on the World Wide Web ({WWW-12})},
  address = {Lyon, France},
  url_paper = {https://ssanner.github.io/papers/anu/www12.pdf}
}



@proceedings{sanner:ewrl12,
  editor = {S. Sanner and M. Hutter},
  title = {Proceedings of the 9th European Workshop on Reinforcement Learning
           ({EWRL}) 2011, Athens, Greece, September 9-11, 2011},
  booktitle = {{EWRL}},
  publisher = {Springer},
  series = {Lecture Notes in Computer Science},
  volume = {7188},
  year = {2012},
  url_paper = {https://ssanner.github.io/papers/anu/ewrl11_preface.pdf}
}



@article{sanner:aimag12,
  title={A Survey of the Seventh International Planning Competition}, 
  journal={Artificial Intelligence Magazine ({AI Magazine})},
  author={A. Coles and A. Coles and A. Garc\'ia Olaya and S. Jim\'enez and C. Linares L\'opez and S. Sanner and S. Yoon},
  year={2012},
  volume={33},
  number={1}, 
  pages={83--88},
  url_paper = {https://ssanner.github.io/papers/anu/aim12.pdf}
}



@inproceedings{sanner:cikm11,
  author = "S. Sanner and S. Guo and T. Graepel and S. Kharazmi and S. Karimi",
  year = "2011",
  title = "Diverse Retrieval via Greedy Optimization of Expected 1-call@k in a Latent Subtopic Relevance Model",
  booktitle = "20th ACM Conference on Information and Knowledge Management ({CIKM-11})",
  address = "Glasgow, UK",
  url_paper = {https://ssanner.github.io/papers/anu/cikm11.pdf}
}



@inproceedings{sanner:uai11,
  author = "S. Sanner and K. V. Delgado and L. Nunes {de Barros}",
  year = "2011",
  title = "Symbolic Dynamic Programming for Discrete and Continuous State {MDP}s", 
  booktitle = "Proceedings of the 27th Conference on Uncertainty in Artificial Intelligence ({UAI-11})",
  address = "Barcelona, Spain",
  url_paper = {https://ssanner.github.io/papers/anu/cont_mdp.pdf}
}



@inproceedings{sanner:ecml11,
  author = "M. Robards and P. Sunehag and S. Sanner and B. Marthi",
  year = "2011",
  title = "Sparse Kernel-{SARSA}(lambda) with an Eligibility Trace",
  booktitle = "Proceedings of the European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases ({ECML/PKDD-11})",
  location = "Athens, Greece",
  url_paper = {https://ssanner.github.io/papers/anu/kernel_sarsa.pdf}
}



@inproceedings{sanner:ijcai11,
  author = "B. Ahmadi and K. Kersting and S. Sanner",
  year = "2011",
  title = "Multi-Evidence Lifted Message Passing with Application to PageRank and the Kalman Filter", 
  booktitle = "Proceedings of the 22nd International Joint Conference on Artificial Intelligence ({IJCAI-11})",
  location = "Barcelona, Spain",
  url_paper = {https://ssanner.github.io/papers/anu/ijcai11.pdf}
}



@article{sanner:aij11,
  author = "K. V. Delgado and S. Sanner and L. Nunes {de Barros}",
  year = "2011",
  title = "Efficient Solutions to Factored {MDPs} with Imprecise Transition Probabilities",
  journal = "Artificial Intelligence Journal ({AIJ})",
  volume = "175",
  pages = "1498--1527",
  url_paper = {https://ssanner.github.io/papers/anu/aij11_final.pdf}
}



@article{sanner:ijar11,
  author = "K. Valdivia Delgado and L. Nunes {de Barros} and F. G. Cozman and S. Sanner",
  year = "2011",
  title = "Using Mathematical Programming to Solve Factored {M}arkov Decision Processes with Imprecise Probabilities",
  journal = "International Journal of Approximate Reasoning ({IJAR})",
  volume = "52",
  number = "7", 
  pages = "1000--1017",
  url_paper = {https://ssanner.github.io/papers/anu/ijar11_final.pdf}
}



@unpublished{sanner:rddl,
  author = "S. Sanner",
  title = "{R}elational {D}ynamic {I}nfluence {D}iagram
{L}anguage ({RDDL}): Language Description --- http://users.cecs.anu.edu.au/~ssanner/IPPC_2011/RDDL.pdf",
  note = "Unpublished Manuscript, Australian National University",
  year = "2010",
  url = "http://users.cecs.anu.edu.au/~ssanner/IPPC_2011/RDDL.pdf"
}



@inproceedings{sanner:nips10,
  author = "E. Bonilla and S. Guo and S. Sanner",
  title = "Gaussian Process Preference Elicitation",
  booktitle = "Advances in Neural Information Processing Systems 24 ({NeurIPS-10})",
  year = "2010",
  address = "Vancouver, Canada",
  publisher = "MIT Press",
  url_paper = {https://ssanner.github.io/papers/anu/gppe_final.pdf}
}



@inproceedings{sanner:aaai10,
  AUTHOR =       {S. Sanner and K. Kersting},
  TITLE =        {Symbolic Dynamic Programming for First-order {POMDP}s},
  BOOKTITLE =    {Proceedings of the 24th AAAI Conference on Artificial Intelligence ({AAAI-10})},
  YEAR =         {2010},
  address =      {Atlanta, Georgia},
  month =        {July 19-23},
  publisher =    {AAAI Press},
  url_paper = {https://ssanner.github.io/papers/anu/fo_pomdp.pdf}
}



@inproceedings{sanner:icml10,
  AUTHOR =       {C. Downey and S. Sanner},
  TITLE =        {Temporal Difference {Bayesian} Model Averaging: A {Bayesian} Perspective on Adapting Lambda},
  BOOKTITLE =    {Proceedings of the 27th International Conference on Machine Learning ({ICML-10})},
  YEAR =         {2010},
  address =      {Haifa, Israel},
  month =        {June 21-24},
  url_paper = {https://ssanner.github.io/papers/anu/td_bma.pdf}
}



@INPROCEEDINGS{sanner:sigir10,
  AUTHOR =       {S. Guo and S. Sanner},
  TITLE =        {Probabilistic Latent Maximal Marginal Relevance},
  BOOKTITLE =    {Proceedings of the 33rd Annual ACM SIG Information Retrieval Conference ({SIGIR-10})},
  YEAR =         {2010},
  address =      {Geneva, Switzerland},
  month =        {July 11-15},
  publisher =    {ACM},
  url_paper = {https://ssanner.github.io/papers/anu/sigir10.pdf}
}



@INPROCEEDINGS{sanner:aistats10,
  AUTHOR =       {S. Guo and S. Sanner},
  TITLE =        {Real-time Multiattribute {Bayesian} Preference Elicitation with Pairwise Comparison Queries},
  BOOKTITLE =    {Proceedings of the 13th International Conference on Artificial Intelligence and Statistics ({AISTATS-10})},
  YEAR =         {2010},
  volume =       {9},
  pages =        {289--296},
  address =      {Sardinia, Italy},
  month =        {May 13-15},
  url_paper = {https://ssanner.github.io/papers/anu/baypref.pdf}
}



@inproceedings{sanner:aamas10,
  author = "S. Sanner and W. Uther and K. V. Delgado",
  year = "2010",
  title = "Approximate Dynamic Programming with {Affine} {ADDs}",
  booktitle = "Proceedings of the 9th International Conference on Autonomous Agents and Multiagent Systems ({AAMAS-10})",
  address = "Toronto, Canada",
  url_paper = {https://ssanner.github.io/papers/anu/aadd_approx.pdf}
}



@incollection{sanner:enc10, 
author = "S. Sanner and K. Kersting",
year = "2010",
title = "Symbolic dynamic programming",
editors = "C. Sammut", 
pages = "946--954",
booktitle = {Encyclopedia of Machine Learning}, 
publisher = "Springer-Verlag",
  url_paper = {https://ssanner.github.io/papers/anu/SDP_MLEnc.pdf}
} 



@inproceedings{sanner:icaps09,
  author = "K. V. Delgado and S. Sanner and L. Nunes de Barros and F. G. Cozman",
  year = "2009",
  title = "Efficient Solutions to Factored {MDP}s with Imprecise Transition Probabilities",
  booktitle = "Proceedings of the 19th Conference on Automated Planning and Scheduling ({ICAPS-09})",
  pdf = "http://users.cecs.anu.edu.au/~ssanner/Papers/fact_mdpip.pdf",
  url_paper = {https://ssanner.github.io/papers/anu/fact_mdpip.pdf}
}



@inproceedings {sanner:ijcai09,
  author = "S. Sanner and R. Goetschalckx and K. Driessens and G. Shani",
  pages = "1--8",
  year = "2009",
  booktitle = "21st International Joint Conference on Artificial Intelligence ({IJCAI-09})",
  address = "Pasadena, USA",
  editor = "Boutilier",
  pdf = "https://ssanner.github.io/papers/anu/ijcai09.pdf",
  title = "{Bayesian} Real-time Dynamic Programming",
  month = "July",
  url_paper = {https://ssanner.github.io/papers/anu/ijcai09.pdf}
}



@article {sanner:aij09,
  author = "S. Sanner and C. Boutilier",
  year = "2009",
  journal = "Artificial Intelligence Journal ({AIJ})",
  title = "Practical Solution Techniques for First-order {MDP}s",
  pages = "748-788",
  note = {Recipient of the 2014 Artificial Intelligence Journal (AIJ) Prominent Paper Award.},
  pdf = "https://ssanner.github.io/papers/anu/aij08.pdf",
  month = "April",
  url_paper = {https://ssanner.github.io/papers/anu/aij08.pdf} 
}



@article{sanner:ewrl08,
  author = "R. Goetschalckx and S. Sanner and K. Driessens",
  title = "Reinforcement learning with the use of costly features",
  journal = {Lecture Notes in Computer Science},
  volume = "5323",
  pages = "124--135",
  month = Nov,
  year = "2008",
  doi = "10.1007/978-3-540-89722-4\_{}10",
  url = "https://lirias.kuleuven.be/handle/123456789/199408",
  url_paper = {https://ssanner.github.io/papers/anu/ewrl08.pdf}
}



@inproceedings{sanner:icdm08,
  author = "R. Goetschalckx and S. Sanner and K. Driessens",
  title = "Cost-sensitive parsimonious linear regression",
  booktitle = "Proceedings of the 8th IEEE International Conference on Data Mining ({ICDM-08})",
  publisher = "IEEE Computer Society",
  pages = "809--814",
  year = "2008",
  doi = "10.1109/ICDM.2008.76",
  url = "https://lirias.kuleuven.be/handle/123456789/199410",
  url_paper = {https://ssanner.github.io/papers/anu/icdm08.pdf}
}



@inproceedings{sanner:ecai08,
author = "R. Goetschalckx and S. Sanner and K. Driessens",
year = "2008",
title = "Reinforcement Learning with the Use of Costly Features",
booktitle = "European Conference on Artificial Intelligence ({ECAI-08})",
pdf = "http://users.rsise.anu.edu.au/&ntilde;ssanner/Papers/ecai08.pdf",
  url_paper = {https://ssanner.github.io/papers/anu/ecai08.pdf}
}



@phdthesis{sanner:phd,
    author = "S. Sanner",
    title = "{First-order Decision-theoretic Planning in Structured Relational Environments}",
    school = "University of Toronto, Toronto, ON, Canada",
    month = "March",
    year = "2008",
    url_paper = {https://ssanner.github.io/papers/anu/Sanner_Scott_P_200803_PhD_thesis.pdf}
}



@inproceedings{sanner:icaps07,
author = "S. Sanner and C. Boutilier",
year = "2007",
title = "Approximate solution techniques for factored first-order {MDP}s",
booktitle = "Proceedings of the 17th Conference on Automated Planning and Scheduling ({ICAPS-07})",
  url_paper = {https://ssanner.github.io/papers/anu/icaps07.pdf}
}



@inproceedings{sanner:icml07, 
author = "S. Sanner and T. Graepel and R. Herbrich and T. Minka",
year = "2007",
title = "Learning {CRF}s with hierarchical features: An application to the game of Go",
booktitle = "Proceedings of the Workshop on Constrained Optimization and Structured Output Spaces ({WCSOS-07})",
  url_paper = {https://ssanner.github.io/papers/anu/crfgo.pdf}
}



@inproceedings{sanner:uai06,
author = "S. Sanner and C. Boutilier",
year = "2006",
title = "Practical linear value-approximation techniques for first-order {MDP}s",
booktitle = "Proceedings of the 22nd Conference on Uncertainty in AI ({UAI-06})",
  url_paper = {https://ssanner.github.io/papers/anu/uai06.pdf}
}



@inproceedings{sanner:kr06,
author = "S. Sanner and S. McIlraith",
year = "2006",
title = "An ordered theory resolution calculus for hybrid reasoning in first-order extensions of description logic",
booktitle = "Proceedings of the 10th International Conference on Principles of Knowledge Representation and Reasoning ({KR-06})",
  url_paper = {https://ssanner.github.io/papers/anu/dlfol_kr06.pdf}
}



@inproceedings{sanner:srl06,
author = "S. Sanner",
year = "2006",
title = "Online feature discovery in relational reinforcement learning",
booktitle = "Proceedings of the Open Problems in Statistical Relational Learning Workshop ({SRL-06})",
  url_paper = {https://ssanner.github.io/papers/anu/icml06_srl_ws.pdf}
}



@inproceedings{sanner:ijcai05,
author = "S. Sanner and D. McAllester",
year = "2005",
title = "Affine algebraic decision diagrams ({AADD}s) and their application to structured probabilistic inference",
booktitle = "Proceedings of the 19th International Joint Conference on {AI} ({IJCAI-05})",
  url_paper = {https://ssanner.github.io/papers/anu/aadd.pdf}
}



@inproceedings{sanner:uai05,
author = "S. Sanner and C. Boutilier",
year = "2005",
title = "Approximate linear programming for first-order {MDP}s",
booktitle = "Proceedings of the 21st Conference on Uncertainty in {AI} ({UAI-05})",
  url_paper = {https://ssanner.github.io/papers/anu/uai05.pdf}
}



@inproceedings{sanner:rrfrl05,
author = "S. Sanner", 
year = "2005",
title = "Simultaneous learning of structure and value in relational reinforcement learning",
booktitle = "Proceedings of the Rich Representations for Relational Reinforcement Learning Workshop ({RRfRL-05})",
  url_paper = {https://ssanner.github.io/papers/anu/icml05_ws.pdf}
}



@inproceedings{sanner:uai02,
author = "D. Anguelov and R. Biswas and D. Koller and B. Limketkai and S. Sanner and S. Thrun",
year = "2002",
title = "Learning hierarchical object maps of non-stationary environments with mobile robots",
booktitle = "Proceedings of the 18th Conference on Uncertainty in {AI} ({UAI-02})",
  url_paper = {https://ssanner.github.io/papers/anu/anguelov.uai02.pdf}
}



@inproceedings{sanner:iros02,
author = "R. Biswas and B. Limketkai and S. Sanner and S. Thrun",
year = "2002",
title = "Towards object mapping in dynamic environments with mobile robots",
booktitle = "Proceedings of the Conference on Intelligent Robots and Systems ({IROS-02})",
  url_paper = {https://ssanner.github.io/papers/anu/biswas.objects02.pdf}
}



@inproceedings{sanner:icml00,
author = "S. Sanner and J. R. Anderson and C. Lebiere and M. Lovett",
year = "2000",
title = "Achieving efficient and cognitively plausible learning in backgammon",
booktitle = "Proceedings of the 17th International Conference on Machine Learning ({ICML-00})",
  url_paper = {https://ssanner.github.io/papers/anu/ICML2000.pdf}
}



@techreport{sanner:rp05,
author = "S. Sanner",
year = "2005",
title = "Future directions for first-order decision-theoretic planning",
institution = "University of Toronto",
type = "{Research Proposal}",
  url_paper = {https://ssanner.github.io/papers/anu/research_prop.pdf}
}



@techreport{sanner:dr04,
author = "S. Sanner",
year = "2004",
title = "Relational and first-order decision-theoretic planning: Foundations and future directions",
type = "{Depth Report}",
institution = "University of Toronto",
  url_paper = {https://ssanner.github.io/papers/anu/sanner-depth.pdf}
}



@techreport{sanner:unpub04, 
author = "S. Sanner",
year = "2004",
title = "Refutation-complete binary decision diagrams",
type = "{Unpublished Manuscript}",
institution = "University of Toronto",
  url_paper = {https://ssanner.github.io/papers/anu/rcbdd.pdf}
}



@techreport{sanner:tr03,
author = "S. Sanner",
year = "2003",
title = "Towards practical taxonomic classification for description logics on the {Semantic Web}",
type = "{Technical Report}", 
institution = "Stanford University, Knowledge Systems Lab",
number = "KSL-03-06",
  url_paper = {https://ssanner.github.io/papers/anu/ksl0301.pdf}
}
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To use this list on your own web site\n      or create a new web site from it,\n      <a href=\"/network/register?next=/network/newAccountWithFile%3FfileId=\"\n      >create a free account</a>. The file will be added\n      and you will be able to edit it in the File Manager.\n      We will show you instructions once you've created your account.\n    </div>\n\n    <div class=\"alert alert-warning bibbase_msg\" id=\"bibbase_msg_mendeley1\"\n         style=\"display: none;\">\n\n      <p>To the site owner:</p>\n\n      <p><strong>Action required!</strong> Mendeley is changing its\n        API. In order to keep using Mendeley with BibBase past April\n        14th, you need to:\n        <ol>\n          <li>renew the authorization for BibBase on Mendeley, and</li>\n          <li>update the BibBase URL\n            in your page the same way you did when you initially set up\n            this page.\n          </li>\n        </ol>\n      </p>\n\n      <p>\n        <a href=\"http://bibbase.org/cgi-bin/mendeley2/get.py\">\n          <i class=\"fa fa-angle-double-right\"></i>\n          Fix it now</a>\n      </p>\n    </div>\n\n  </div>\n\n\n  <div id=\"bibbase_body\">\n    \n  \n  <div class=\"bibbase_group_whole\" id=\"group_2024\">\n    <div class=\"bibbase_group\"\n      onclick=\"toggleGroup('group_2024')\"\n      onkeypress=\"toggleGroup('group_2024')\"\n      tabindex=\"0\">\n      <i class=\"fa fa-angle-down bibbase_group_head_icon\"></i>&nbsp;\n      <span>2024</span>\n      <span class=\"bibbase_group_count\">\n        \n        (1)\n        \n      </span>\n    </div>\n    <div class=\"bibbase_group_body\">\n      \n  \n  <div class=\"bibbase_paper\" id=\"toroghi-sanner-bayesianinferencewithcomplexknowledgegraphevidence-2024\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  <a href=\"https://ssanner.github.io/papers/aaai24_bikg.pdf\"\n     onclick=\"return trackOutboundLink('publications', 'click', 'toroghi-sanner-bayesianinferencewithcomplexknowledgegraphevidence-2024', 'https://ssanner.github.io/papers/aaai24_bikg.pdf', event);\">\n    Bayesian Inference with Complex Knowledge Graph Evidence.\n  </a>\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  Toroghi, A.;  and <a class=\"bibbase author link\" href=\"https://d3m.mie.utoronto.ca/publications/\">Sanner, S.</a>\n</span>\n\n  \n\n</span>\n\n  In <i>Proceedings of the 38th AAAI Conference on Artificial Intelligence (AAAI-24)</i>, Vancouver, Canada,  2024. \n  <span class=\"note\"></span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n  <a href=\"https://ssanner.github.io/papers/aaai24_bikg.pdf\"\n     onclick=\"log_download('toroghi-sanner-bayesianinferencewithcomplexknowledgegraphevidence-2024', 'https://ssanner.github.io/papers/aaai24_bikg.pdf', event.ctrlKey, event)\">\n    <img src=\"//bibbase.org/img/filetypes/pdf.svg\"\n\t     alt=\"Bayesian Inference with Complex Knowledge Graph Evidence [pdf]\"\n       title=\" paper\"\n\t     class=\"bibbase_icon\"\n         ><span class=\"bibbase_icon_text\"> paper</span></a>\n  &nbsp;\n  \n  <a href=\"https://github.com/atoroghi/BIKG\"\n     onclick=\"log_download('toroghi-sanner-bayesianinferencewithcomplexknowledgegraphevidence-2024', 'https://github.com/atoroghi/BIKG', event.ctrlKey, event)\">\n    <img src=\"//bibbase.org/img/filetypes/link.svg\"\n\t     alt=\"Bayesian Inference with Complex Knowledge Graph Evidence [link]\"\n       title=\" github\"\n\t     class=\"bibbase_icon\"\n         ><span class=\"bibbase_icon_text\"> github</span></a>\n  &nbsp;\n  \n\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/toroghi-sanner-bayesianinferencewithcomplexknowledgegraphevidence-2024\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n  &nbsp;\n  <span class=\"bibbase_stats_paper\" style=\"color: #777;\">\n    <span>28 downloads</span>\n  </span>\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('toroghi-sanner-bayesianinferencewithcomplexknowledgegraphevidence-2024')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@inproceedings{sanner:aaai24,\n\tauthor = {Armin Toroghi and Scott Sanner},\n\ttitle = {Bayesian Inference with Complex Knowledge Graph Evidence},\n\tyear = {2024},\n\tbooktitle = {Proceedings of the 38th {AAAI} Conference on Artificial Intelligence ({AAAI-24})},\n\taddress = {Vancouver, Canada},\n\turl_paper = {https://ssanner.github.io/papers/aaai24_bikg.pdf},\n\turl_github = {https://github.com/atoroghi/BIKG}\n}\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n\n\n\n    </div>\n  </div>\n\n  <div class=\"bibbase_group_whole\" id=\"group_2023\">\n    <div class=\"bibbase_group\"\n      onclick=\"toggleGroup('group_2023')\"\n      onkeypress=\"toggleGroup('group_2023')\"\n      tabindex=\"0\">\n      <i class=\"fa fa-angle-down bibbase_group_head_icon\"></i>&nbsp;\n      <span>2023</span>\n      <span class=\"bibbase_group_count\">\n        \n        (20)\n        \n      </span>\n    </div>\n    <div class=\"bibbase_group_body\">\n      \n  \n  <div class=\"bibbase_paper\" id=\"pour-farinneya-bharadwaj-verma-pesaranghader-sanner-countcontrastiveunlikelihoodtextstyletransferfortextdetoxification-2023\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  <a href=\"https://ssanner.github.io/papers/emnlp23_count.pdf\"\n     onclick=\"return trackOutboundLink('publications', 'click', 'pour-farinneya-bharadwaj-verma-pesaranghader-sanner-countcontrastiveunlikelihoodtextstyletransferfortextdetoxification-2023', 'https://ssanner.github.io/papers/emnlp23_count.pdf', event);\">\n    COUNT: COntrastive UNlikelihood Text Style Transfer for Text Detoxification.\n  </a>\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  Pour, M. M. A.; Farinneya, P.; Bharadwaj, M.; Verma, N.; Pesaranghader, A.;  and <a class=\"bibbase author link\" href=\"https://d3m.mie.utoronto.ca/publications/\">Sanner, S.</a>\n</span>\n\n  \n\n</span>\n\n  In <i>Findings of the 2023 Conference on Empirical Methods in Natural Language Processing (EMNLP-23)</i>, Singapore,  2023. Association for Computational Linguistics\n  <span class=\"note\"></span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n  <a href=\"https://ssanner.github.io/papers/emnlp23_count.pdf\"\n     onclick=\"log_download('pour-farinneya-bharadwaj-verma-pesaranghader-sanner-countcontrastiveunlikelihoodtextstyletransferfortextdetoxification-2023', 'https://ssanner.github.io/papers/emnlp23_count.pdf', event.ctrlKey, event)\">\n    <img src=\"//bibbase.org/img/filetypes/pdf.svg\"\n\t     alt=\"COUNT: COntrastive UNlikelihood Text Style Transfer for Text Detoxification [pdf]\"\n       title=\" paper\"\n\t     class=\"bibbase_icon\"\n         ><span class=\"bibbase_icon_text\"> paper</span></a>\n  &nbsp;\n  \n  <a href=\"https://github.com/D3Mlab/count-style-transfer\"\n     onclick=\"log_download('pour-farinneya-bharadwaj-verma-pesaranghader-sanner-countcontrastiveunlikelihoodtextstyletransferfortextdetoxification-2023', 'https://github.com/D3Mlab/count-style-transfer', event.ctrlKey, event)\">\n    <img src=\"//bibbase.org/img/filetypes/link.svg\"\n\t     alt=\"COUNT: COntrastive UNlikelihood Text Style Transfer for Text Detoxification [link]\"\n       title=\" github\"\n\t     class=\"bibbase_icon\"\n         ><span class=\"bibbase_icon_text\"> github</span></a>\n  &nbsp;\n  \n\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/pour-farinneya-bharadwaj-verma-pesaranghader-sanner-countcontrastiveunlikelihoodtextstyletransferfortextdetoxification-2023\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n  &nbsp;\n  <span class=\"bibbase_stats_paper\" style=\"color: #777;\">\n    <span>11 downloads</span>\n  </span>\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('pour-farinneya-bharadwaj-verma-pesaranghader-sanner-countcontrastiveunlikelihoodtextstyletransferfortextdetoxification-2023')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@inproceedings{sanner:emnlp23,\n  title = {{COUNT}: COntrastive UNlikelihood Text Style Transfer for Text Detoxification},\n  author = {Mohammad Mahdi Abdollah Pour and Parsa Farinneya and Manasa Bharadwaj and Nikhil Verma and Ali Pesaranghader and Scott Sanner},\n  booktitle = {Findings of the 2023 Conference on Empirical Methods in Natural Language Processing ({EMNLP-23})},\n  year = {2023},\n  address = {Singapore}, \n  publisher = {Association for Computational Linguistics},\n  url_paper = {https://ssanner.github.io/papers/emnlp23_count.pdf},\n  url_github = {https://github.com/D3Mlab/count-style-transfer}\n}\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n  <div class=\"bibbase_paper\" id=\"sanner-balog-radlinski-wedin-dixon-largelanguagemodelsarecompetitivenearcoldstartrecommendersforlanguageanditembasedpreferences-2023\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  <a href=\"https://ssanner.github.io/papers/recsys23_llmrec.pdf\"\n     onclick=\"return trackOutboundLink('publications', 'click', 'sanner-balog-radlinski-wedin-dixon-largelanguagemodelsarecompetitivenearcoldstartrecommendersforlanguageanditembasedpreferences-2023', 'https://ssanner.github.io/papers/recsys23_llmrec.pdf', event);\">\n    Large Language Models are Competitive Near Cold-start Recommenders for Language- and Item-based Preferences.\n  </a>\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  <a class=\"bibbase author link\" href=\"https://d3m.mie.utoronto.ca/publications/\">Sanner, S.</a>; Balog, K.; Radlinski, F.; Wedin, B.;  and Dixon, L.\n</span>\n\n  \n\n</span>\n\n  In <i>Proceedings of 17th ACM Conference on Recommender Systems (RecSys-23)</i>, Singapore,  2023. \n  <span class=\"note\"></span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n  <a href=\"https://ssanner.github.io/papers/recsys23_llmrec.pdf\"\n     onclick=\"log_download('sanner-balog-radlinski-wedin-dixon-largelanguagemodelsarecompetitivenearcoldstartrecommendersforlanguageanditembasedpreferences-2023', 'https://ssanner.github.io/papers/recsys23_llmrec.pdf', event.ctrlKey, event)\">\n    <img src=\"//bibbase.org/img/filetypes/pdf.svg\"\n\t     alt=\"Large Language Models are Competitive Near Cold-start Recommenders for Language- and Item-based Preferences [pdf]\"\n       title=\" paper\"\n\t     class=\"bibbase_icon\"\n         ><span class=\"bibbase_icon_text\"> paper</span></a>\n  &nbsp;\n  \n  <a href=\"https://arxiv.org/abs/2307.14225\"\n     onclick=\"log_download('sanner-balog-radlinski-wedin-dixon-largelanguagemodelsarecompetitivenearcoldstartrecommendersforlanguageanditembasedpreferences-2023', 'https://arxiv.org/abs/2307.14225', event.ctrlKey, event)\">\n    <img src=\"//bibbase.org/img/filetypes/link.svg\"\n\t     alt=\"Large Language Models are Competitive Near Cold-start Recommenders for Language- and Item-based Preferences [link]\"\n       title=\" arxiv\"\n\t     class=\"bibbase_icon\"\n         ><span class=\"bibbase_icon_text\"> arxiv</span></a>\n  &nbsp;\n  \n\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/sanner-balog-radlinski-wedin-dixon-largelanguagemodelsarecompetitivenearcoldstartrecommendersforlanguageanditembasedpreferences-2023\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n  &nbsp;\n  <span class=\"bibbase_stats_paper\" style=\"color: #777;\">\n    <span>41 downloads</span>\n  </span>\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('sanner-balog-radlinski-wedin-dixon-largelanguagemodelsarecompetitivenearcoldstartrecommendersforlanguageanditembasedpreferences-2023')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@inproceedings{sanner:recsys23,\n  title = {Large Language Models are Competitive Near Cold-start Recommenders for Language- and Item-based Preferences},\n  author = {Scott Sanner and Krisztian Balog and Filip Radlinski and Ben Wedin and Lucas Dixon},\n  year = {2023},\n  booktitle = {Proceedings of 17th {ACM} Conference on Recommender Systems ({RecSys}-23)},\n  address = {Singapore},\n  url_paper = {https://ssanner.github.io/papers/recsys23_llmrec.pdf},\n  url_arxiv = {https://arxiv.org/abs/2307.14225} \n}\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n  <div class=\"bibbase_paper\" id=\"jeong-wang-gimelfarb-kim-abdulhai-sanner-conservativebayesianmodelbasedvalueexpansionforofflinepolicyoptimization-2023\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  <a href=\"https://ssanner.github.io/papers/iclr23_cbop.pdf\"\n     onclick=\"return trackOutboundLink('publications', 'click', 'jeong-wang-gimelfarb-kim-abdulhai-sanner-conservativebayesianmodelbasedvalueexpansionforofflinepolicyoptimization-2023', 'https://ssanner.github.io/papers/iclr23_cbop.pdf', event);\">\n    Conservative Bayesian Model-Based Value Expansion for Offline Policy Optimization.\n  </a>\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  Jeong, J.; Wang, X.; Gimelfarb, M.; Kim, H.; Abdulhai, B.;  and <a class=\"bibbase author link\" href=\"https://d3m.mie.utoronto.ca/publications/\">Sanner, S.</a>\n</span>\n\n  \n\n</span>\n\n  In <i>Proceedings of the International Conference on Learning Representations (ICLR-23)</i>, Kigali, Rwanda,  2023. \n  <span class=\"note\"></span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n  <a href=\"https://ssanner.github.io/papers/iclr23_cbop.pdf\"\n     onclick=\"log_download('jeong-wang-gimelfarb-kim-abdulhai-sanner-conservativebayesianmodelbasedvalueexpansionforofflinepolicyoptimization-2023', 'https://ssanner.github.io/papers/iclr23_cbop.pdf', event.ctrlKey, event)\">\n    <img src=\"//bibbase.org/img/filetypes/pdf.svg\"\n\t     alt=\"Conservative Bayesian Model-Based Value Expansion for Offline Policy Optimization [pdf]\"\n       title=\" paper\"\n\t     class=\"bibbase_icon\"\n         ><span class=\"bibbase_icon_text\"> paper</span></a>\n  &nbsp;\n  \n  <a href=\"https://github.com/jihwan-jeong/CBOP\"\n     onclick=\"log_download('jeong-wang-gimelfarb-kim-abdulhai-sanner-conservativebayesianmodelbasedvalueexpansionforofflinepolicyoptimization-2023', 'https://github.com/jihwan-jeong/CBOP', event.ctrlKey, event)\">\n    <img src=\"//bibbase.org/img/filetypes/link.svg\"\n\t     alt=\"Conservative Bayesian Model-Based Value Expansion for Offline Policy Optimization [link]\"\n       title=\" github\"\n\t     class=\"bibbase_icon\"\n         ><span class=\"bibbase_icon_text\"> github</span></a>\n  &nbsp;\n  \n\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/jeong-wang-gimelfarb-kim-abdulhai-sanner-conservativebayesianmodelbasedvalueexpansionforofflinepolicyoptimization-2023\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n  &nbsp;\n  <span class=\"bibbase_stats_paper\" style=\"color: #777;\">\n    <span>48 downloads</span>\n  </span>\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('jeong-wang-gimelfarb-kim-abdulhai-sanner-conservativebayesianmodelbasedvalueexpansionforofflinepolicyoptimization-2023')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@inproceedings{sanner:iclr23,\n\t    title = {Conservative Bayesian Model-Based Value Expansion for Offline Policy Optimization},\n\t    author = {Jihwan Jeong and Xiaoyu Wang and Michael Gimelfarb and Hyunwoo Kim and Baher Abdulhai and Scott Sanner},\n\t    booktitle = {Proceedings of the International Conference on Learning Representations ({ICLR}-23)},\n\t    address = {Kigali, Rwanda},\n\t    year = {2023},\n\t    url_paper = {https://ssanner.github.io/papers/iclr23_cbop.pdf},\n\t    url_github = {https://github.com/jihwan-jeong/CBOP}\n}\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n  <div class=\"bibbase_paper\" id=\"low-kumar-sanner-safemdpplanningbylearningtemporalpatternsofundesirabletrajectoriesandavertingnegativesideeffects-2023\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  <a href=\"https://ssanner.github.io/papers/icaps23_tempnse.pdf\"\n     onclick=\"return trackOutboundLink('publications', 'click', 'low-kumar-sanner-safemdpplanningbylearningtemporalpatternsofundesirabletrajectoriesandavertingnegativesideeffects-2023', 'https://ssanner.github.io/papers/icaps23_tempnse.pdf', event);\">\n    Safe MDP Planning by Learning Temporal Patterns of Undesirable Trajectories and Averting Negative Side Effects.\n  </a>\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  Low, S. M.; Kumar, A.;  and <a class=\"bibbase author link\" href=\"https://d3m.mie.utoronto.ca/publications/\">Sanner, S.</a>\n</span>\n\n  \n\n</span>\n\n  In <i>Proceedings of the 33rd Conference on Automated Planning and Scheduling (ICAPS-23)</i>, Prague, Czech Republic,  2023. \n  <span class=\"note\"></span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n  <a href=\"https://ssanner.github.io/papers/icaps23_tempnse.pdf\"\n     onclick=\"log_download('low-kumar-sanner-safemdpplanningbylearningtemporalpatternsofundesirabletrajectoriesandavertingnegativesideeffects-2023', 'https://ssanner.github.io/papers/icaps23_tempnse.pdf', event.ctrlKey, event)\">\n    <img src=\"//bibbase.org/img/filetypes/pdf.svg\"\n\t     alt=\"Safe MDP Planning by Learning Temporal Patterns of Undesirable Trajectories and Averting Negative Side Effects [pdf]\"\n       title=\" paper\"\n\t     class=\"bibbase_icon\"\n         ><span class=\"bibbase_icon_text\"> paper</span></a>\n  &nbsp;\n  \n\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/low-kumar-sanner-safemdpplanningbylearningtemporalpatternsofundesirabletrajectoriesandavertingnegativesideeffects-2023\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n  &nbsp;\n  <span class=\"bibbase_stats_paper\" style=\"color: #777;\">\n    <span>11 downloads</span>\n  </span>\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('low-kumar-sanner-safemdpplanningbylearningtemporalpatternsofundesirabletrajectoriesandavertingnegativesideeffects-2023')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@inproceedings{sanner:icaps23,\n\tauthor = {Siow Meng Low and Akshat Kumar and Scott Sanner},\n\ttitle = {Safe {MDP} Planning by Learning Temporal Patterns of Undesirable Trajectories and Averting Negative Side Effects},\n\tbooktitle = {Proceedings of the 33rd Conference on Automated Planning and Scheduling ({ICAPS-23})},\n\taddress = {Prague, Czech Republic},\n\tyear = {2023},\n \turl_paper = {https://ssanner.github.io/papers/icaps23_tempnse.pdf}\n}\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n  <div class=\"bibbase_paper\" id=\"zhang-korikov-farinneya-pour-bharadwaj-pesaranghader-huang-lok-etal-recipempratestcollectionforevaluatingmultiaspectpreferencebasednaturallanguageretrieval-2023\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  <a href=\"https://ssanner.github.io/papers/sigir23_recipempr.pdf\"\n     onclick=\"return trackOutboundLink('publications', 'click', 'zhang-korikov-farinneya-pour-bharadwaj-pesaranghader-huang-lok-etal-recipempratestcollectionforevaluatingmultiaspectpreferencebasednaturallanguageretrieval-2023', 'https://ssanner.github.io/papers/sigir23_recipempr.pdf', event);\">\n    Recipe-MPR: A Test Collection for Evaluating Multi-aspect Preference-based Natural Language Retrieval.\n  </a>\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  Zhang, H.; Korikov, A.; Farinneya, P.; Pour, M. M. A.; Bharadwaj, M.; Pesaranghader, A.; Huang, X. Y.; Lok, Y. X.; Wang, Z.; Jones, N.;  and <a class=\"bibbase author link\" href=\"https://d3m.mie.utoronto.ca/publications/\">Sanner, S.</a>\n</span>\n\n  \n\n</span>\n\n  In <i>Proceedings of the 46th International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR-23)</i>, Taipei, Taiwan,  2023. \n  <span class=\"note\"></span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n  <a href=\"https://ssanner.github.io/papers/sigir23_recipempr.pdf\"\n     onclick=\"log_download('zhang-korikov-farinneya-pour-bharadwaj-pesaranghader-huang-lok-etal-recipempratestcollectionforevaluatingmultiaspectpreferencebasednaturallanguageretrieval-2023', 'https://ssanner.github.io/papers/sigir23_recipempr.pdf', event.ctrlKey, event)\">\n    <img src=\"//bibbase.org/img/filetypes/pdf.svg\"\n\t     alt=\"Recipe-MPR: A Test Collection for Evaluating Multi-aspect Preference-based Natural Language Retrieval [pdf]\"\n       title=\" paper\"\n\t     class=\"bibbase_icon\"\n         ><span class=\"bibbase_icon_text\"> paper</span></a>\n  &nbsp;\n  \n  <a href=\"https://github.com/D3Mlab/Recipe-MPR\"\n     onclick=\"log_download('zhang-korikov-farinneya-pour-bharadwaj-pesaranghader-huang-lok-etal-recipempratestcollectionforevaluatingmultiaspectpreferencebasednaturallanguageretrieval-2023', 'https://github.com/D3Mlab/Recipe-MPR', event.ctrlKey, event)\">\n    <img src=\"//bibbase.org/img/filetypes/link.svg\"\n\t     alt=\"Recipe-MPR: A Test Collection for Evaluating Multi-aspect Preference-based Natural Language Retrieval [link]\"\n       title=\" github\"\n\t     class=\"bibbase_icon\"\n         ><span class=\"bibbase_icon_text\"> github</span></a>\n  &nbsp;\n  \n\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/zhang-korikov-farinneya-pour-bharadwaj-pesaranghader-huang-lok-etal-recipempratestcollectionforevaluatingmultiaspectpreferencebasednaturallanguageretrieval-2023\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n  &nbsp;\n  <span class=\"bibbase_stats_paper\" style=\"color: #777;\">\n    <span>52 downloads</span>\n  </span>\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('zhang-korikov-farinneya-pour-bharadwaj-pesaranghader-huang-lok-etal-recipempratestcollectionforevaluatingmultiaspectpreferencebasednaturallanguageretrieval-2023')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@inproceedings{sanner:sigir23a,\n\ttitle = {Recipe-MPR: A Test Collection for Evaluating Multi-aspect Preference-based Natural Language Retrieval},\n\tauthor = {Haochen Zhang and Anton Korikov and Parsa Farinneya and Mohammad Mahdi Abdollah Pour and Manasa Bharadwaj and Ali Pesaranghader and Xi Yu Huang and Yi Xin Lok and Zhaoqi Wang and Nathan Jones and Scott Sanner},\n\tbooktitle = {Proceedings of the 46th International ACM SIGIR Conference on Research and Development in Information Retrieval ({SIGIR}-23)},\n\taddress = {Taipei, Taiwan},\n\tyear = {2023},\n\turl_paper = {https://ssanner.github.io/papers/sigir23_recipempr.pdf},\n\turl_github = {https://github.com/D3Mlab/Recipe-MPR}\n}\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n  <div class=\"bibbase_paper\" id=\"toroghi-floto-tang-sanner-bayesianknowledgedrivencritiquingwithindirectevidence-2023\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  <a href=\"https://ssanner.github.io/papers/sigir23_bcie.pdf\"\n     onclick=\"return trackOutboundLink('publications', 'click', 'toroghi-floto-tang-sanner-bayesianknowledgedrivencritiquingwithindirectevidence-2023', 'https://ssanner.github.io/papers/sigir23_bcie.pdf', event);\">\n    Bayesian Knowledge-driven Critiquing with Indirect Evidence.\n  </a>\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  Toroghi, A.; Floto, G.; Tang, Z.;  and <a class=\"bibbase author link\" href=\"https://d3m.mie.utoronto.ca/publications/\">Sanner, S.</a>\n</span>\n\n  \n\n</span>\n\n  In <i>Proceedings of the 46th International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR-23)</i>, Taipei, Taiwan,  2023. \n  <span class=\"note\"></span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n  <a href=\"https://ssanner.github.io/papers/sigir23_bcie.pdf\"\n     onclick=\"log_download('toroghi-floto-tang-sanner-bayesianknowledgedrivencritiquingwithindirectevidence-2023', 'https://ssanner.github.io/papers/sigir23_bcie.pdf', event.ctrlKey, event)\">\n    <img src=\"//bibbase.org/img/filetypes/pdf.svg\"\n\t     alt=\"Bayesian Knowledge-driven Critiquing with Indirect Evidence [pdf]\"\n       title=\" paper\"\n\t     class=\"bibbase_icon\"\n         ><span class=\"bibbase_icon_text\"> paper</span></a>\n  &nbsp;\n  \n  <a href=\"https://github.com/atoroghi/BCIE\"\n     onclick=\"log_download('toroghi-floto-tang-sanner-bayesianknowledgedrivencritiquingwithindirectevidence-2023', 'https://github.com/atoroghi/BCIE', event.ctrlKey, event)\">\n    <img src=\"//bibbase.org/img/filetypes/link.svg\"\n\t     alt=\"Bayesian Knowledge-driven Critiquing with Indirect Evidence [link]\"\n       title=\" github\"\n\t     class=\"bibbase_icon\"\n         ><span class=\"bibbase_icon_text\"> github</span></a>\n  &nbsp;\n  \n\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/toroghi-floto-tang-sanner-bayesianknowledgedrivencritiquingwithindirectevidence-2023\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n  &nbsp;\n  <span class=\"bibbase_stats_paper\" style=\"color: #777;\">\n    <span>30 downloads</span>\n  </span>\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('toroghi-floto-tang-sanner-bayesianknowledgedrivencritiquingwithindirectevidence-2023')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@inproceedings{sanner:sigir23b,\n\ttitle = {Bayesian Knowledge-driven Critiquing with Indirect Evidence},\n\tauthor = {Armin Toroghi and Griffin Floto and Zhenwei Tang and Scott Sanner},\n\tbooktitle = {Proceedings of the 46th International ACM SIGIR Conference on Research and Development in Information Retrieval ({SIGIR}-23)},\n\taddress = {Taipei, Taiwan},\n\tyear = {2023},\n\turl_paper = {https://ssanner.github.io/papers/sigir23_bcie.pdf},\n\turl_github = {https://github.com/atoroghi/BCIE}\n}\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n  <div class=\"bibbase_paper\" id=\"pour-farinneya-toroghi-korikov-pesaranghader-sajed-bharadwaj-mavrin-etal-selfsupervisedcontrastivebertfinetuningforfusionbasedrevieweditemretrieval-2023\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  <a href=\"https://ssanner.github.io/papers/ecir23_rir.pdf\"\n     onclick=\"return trackOutboundLink('publications', 'click', 'pour-farinneya-toroghi-korikov-pesaranghader-sajed-bharadwaj-mavrin-etal-selfsupervisedcontrastivebertfinetuningforfusionbasedrevieweditemretrieval-2023', 'https://ssanner.github.io/papers/ecir23_rir.pdf', event);\">\n    Self-Supervised Contrastive BERT Fine-tuning for Fusion-based Reviewed-Item Retrieval.\n  </a>\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  Pour, M. M. A.; Farinneya, P.; Toroghi, A.; Korikov, A.; Pesaranghader, A.; Sajed, T.; Bharadwaj, M.; Mavrin, B.;  and <a class=\"bibbase author link\" href=\"https://d3m.mie.utoronto.ca/publications/\">Sanner, S.</a>\n</span>\n\n  \n\n</span>\n\n  In <i>Proceedings of the 45th European Conference on IR Research (ECIR-23)</i>, Dublin, Ireland,  2023. \n  <span class=\"note\"></span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n  <a href=\"https://ssanner.github.io/papers/ecir23_rir.pdf\"\n     onclick=\"log_download('pour-farinneya-toroghi-korikov-pesaranghader-sajed-bharadwaj-mavrin-etal-selfsupervisedcontrastivebertfinetuningforfusionbasedrevieweditemretrieval-2023', 'https://ssanner.github.io/papers/ecir23_rir.pdf', event.ctrlKey, event)\">\n    <img src=\"//bibbase.org/img/filetypes/pdf.svg\"\n\t     alt=\"Self-Supervised Contrastive BERT Fine-tuning for Fusion-based Reviewed-Item Retrieval [pdf]\"\n       title=\" paper\"\n\t     class=\"bibbase_icon\"\n         ><span class=\"bibbase_icon_text\"> paper</span></a>\n  &nbsp;\n  \n  <a href=\"https://github.com/D3Mlab/rir\"\n     onclick=\"log_download('pour-farinneya-toroghi-korikov-pesaranghader-sajed-bharadwaj-mavrin-etal-selfsupervisedcontrastivebertfinetuningforfusionbasedrevieweditemretrieval-2023', 'https://github.com/D3Mlab/rir', event.ctrlKey, event)\">\n    <img src=\"//bibbase.org/img/filetypes/link.svg\"\n\t     alt=\"Self-Supervised Contrastive BERT Fine-tuning for Fusion-based Reviewed-Item Retrieval [link]\"\n       title=\" github\"\n\t     class=\"bibbase_icon\"\n         ><span class=\"bibbase_icon_text\"> github</span></a>\n  &nbsp;\n  \n  <a href=\"https://github.com/D3Mlab/rir_data\"\n     onclick=\"log_download('pour-farinneya-toroghi-korikov-pesaranghader-sajed-bharadwaj-mavrin-etal-selfsupervisedcontrastivebertfinetuningforfusionbasedrevieweditemretrieval-2023', 'https://github.com/D3Mlab/rir_data', event.ctrlKey, event)\">\n    <img src=\"//bibbase.org/img/filetypes/link.svg\"\n\t     alt=\"Self-Supervised Contrastive BERT Fine-tuning for Fusion-based Reviewed-Item Retrieval [link]\"\n       title=\" data\"\n\t     class=\"bibbase_icon\"\n         ><span class=\"bibbase_icon_text\"> data</span></a>\n  &nbsp;\n  \n\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/pour-farinneya-toroghi-korikov-pesaranghader-sajed-bharadwaj-mavrin-etal-selfsupervisedcontrastivebertfinetuningforfusionbasedrevieweditemretrieval-2023\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n  &nbsp;\n  <span class=\"bibbase_stats_paper\" style=\"color: #777;\">\n    <span>29 downloads</span>\n  </span>\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('pour-farinneya-toroghi-korikov-pesaranghader-sajed-bharadwaj-mavrin-etal-selfsupervisedcontrastivebertfinetuningforfusionbasedrevieweditemretrieval-2023')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@inproceedings{sanner:ecir23,\n\tauthor    = {Mohammad Mahdi Abdollah Pour and Parsa Farinneya and Armin Toroghi and Anton Korikov and Ali Pesaranghader and Touqir Sajed and Manasa Bharadwaj and Borislav Mavrin and Scott Sanner},\n\ttitle     = {Self-Supervised Contrastive BERT Fine-tuning for Fusion-based Reviewed-Item Retrieval},\n\tbooktitle = {Proceedings of the 45th European Conference on {IR} Research ({ECIR-23})},\n\taddress   = {Dublin, Ireland},\n\tyear      = {2023},\n\turl_paper = {https://ssanner.github.io/papers/ecir23_rir.pdf},\n\turl_github = {https://github.com/D3Mlab/rir},\n\turl_data = {https://github.com/D3Mlab/rir_data}\n}\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n  <div class=\"bibbase_paper\" id=\"floto-pour-farinneya-tang-pesaranghader-bharadwaj-sanner-diffudetoxamixeddiffusionmodelfortextdetoxification-2023\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  <a href=\"https://aclanthology.org/2023.findings-acl.478.pdf\"\n     onclick=\"return trackOutboundLink('publications', 'click', 'floto-pour-farinneya-tang-pesaranghader-bharadwaj-sanner-diffudetoxamixeddiffusionmodelfortextdetoxification-2023', 'https://aclanthology.org/2023.findings-acl.478.pdf', event);\">\n    DiffuDetox: A Mixed Diffusion Model for Text Detoxification.\n  </a>\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  Floto, G.; Pour, M. M. A.; Farinneya, P.; Tang, Z.; Pesaranghader, A.; Bharadwaj, M.;  and <a class=\"bibbase author link\" href=\"https://d3m.mie.utoronto.ca/publications/\">Sanner, S.</a>\n</span>\n\n  \n\n</span>\n\n  In <i>Findings of the Association for Computational Linguistics: ACL-23</i>, pages 7566–7574,  2023. Association for Computational Linguistics\n  <span class=\"note\"></span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n  <a href=\"https://aclanthology.org/2023.findings-acl.478\"\n     onclick=\"log_download('floto-pour-farinneya-tang-pesaranghader-bharadwaj-sanner-diffudetoxamixeddiffusionmodelfortextdetoxification-2023', 'https://aclanthology.org/2023.findings-acl.478', event.ctrlKey, event)\">\n    <img src=\"//bibbase.org/img/filetypes/link.svg\"\n\t     alt=\"DiffuDetox: A Mixed Diffusion Model for Text Detoxification [link]\"\n       title=\" url\"\n\t     class=\"bibbase_icon\"\n         ><span class=\"bibbase_icon_text\"> url</span></a>\n  &nbsp;\n  \n  <a href=\"https://aclanthology.org/2023.findings-acl.478.pdf\"\n     onclick=\"log_download('floto-pour-farinneya-tang-pesaranghader-bharadwaj-sanner-diffudetoxamixeddiffusionmodelfortextdetoxification-2023', 'https://aclanthology.org/2023.findings-acl.478.pdf', event.ctrlKey, event)\">\n    <img src=\"//bibbase.org/img/filetypes/pdf.svg\"\n\t     alt=\"DiffuDetox: A Mixed Diffusion Model for Text Detoxification [pdf]\"\n       title=\" paper\"\n\t     class=\"bibbase_icon\"\n         ><span class=\"bibbase_icon_text\"> paper</span></a>\n  &nbsp;\n  \n\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/floto-pour-farinneya-tang-pesaranghader-bharadwaj-sanner-diffudetoxamixeddiffusionmodelfortextdetoxification-2023\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n  &nbsp;\n  <span class=\"bibbase_stats_paper\" style=\"color: #777;\">\n    <span>13 downloads</span>\n  </span>\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('floto-pour-farinneya-tang-pesaranghader-bharadwaj-sanner-diffudetoxamixeddiffusionmodelfortextdetoxification-2023')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@inproceedings{sanner:acl23,\n  author       = {Griffin Floto and\n                  Mohammad Mahdi Abdollah Pour and\n                  Parsa Farinneya and\n                  Zhenwei Tang and\n                  Ali Pesaranghader and\n                  Manasa Bharadwaj and\n                  Scott Sanner},\n  title        = {DiffuDetox: {A} Mixed Diffusion Model for Text Detoxification},\n  booktitle    = {Findings of the Association for Computational Linguistics: {ACL}-23},\n  pages        = {7566--7574},\n  publisher    = {Association for Computational Linguistics},\n  year         = {2023},\n  url_url      = {https://aclanthology.org/2023.findings-acl.478},\n  url_paper    = {https://aclanthology.org/2023.findings-acl.478.pdf}\n}\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n  <div class=\"bibbase_paper\" id=\"xu-khalil-sanner-graphsconstraintsandsearchfortheabstractionandreasoningcorpus-2023\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  <a href=\"https://ssanner.github.io/papers/aaai23_arga.pdf\"\n     onclick=\"return trackOutboundLink('publications', 'click', 'xu-khalil-sanner-graphsconstraintsandsearchfortheabstractionandreasoningcorpus-2023', 'https://ssanner.github.io/papers/aaai23_arga.pdf', event);\">\n    Graphs, Constraints, and Search for the Abstraction and Reasoning Corpus.\n  </a>\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  Xu, Y.; Khalil, E. B.;  and <a class=\"bibbase author link\" href=\"https://d3m.mie.utoronto.ca/publications/\">Sanner, S.</a>\n</span>\n\n  \n\n</span>\n\n  In <i>Proceedings of the 37th AAAI Conference on Artificial Intelligence (AAAI-23)</i>, Washington D.C., USA,  2023. \n  <span class=\"note\"></span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n  <a href=\"https://ssanner.github.io/papers/aaai23_arga.pdf\"\n     onclick=\"log_download('xu-khalil-sanner-graphsconstraintsandsearchfortheabstractionandreasoningcorpus-2023', 'https://ssanner.github.io/papers/aaai23_arga.pdf', event.ctrlKey, event)\">\n    <img src=\"//bibbase.org/img/filetypes/pdf.svg\"\n\t     alt=\"Graphs, Constraints, and Search for the Abstraction and Reasoning Corpus [pdf]\"\n       title=\" paper\"\n\t     class=\"bibbase_icon\"\n         ><span class=\"bibbase_icon_text\"> paper</span></a>\n  &nbsp;\n  \n  <a href=\"https://github.com/khalil-research/ARGA-AAAI23\"\n     onclick=\"log_download('xu-khalil-sanner-graphsconstraintsandsearchfortheabstractionandreasoningcorpus-2023', 'https://github.com/khalil-research/ARGA-AAAI23', event.ctrlKey, event)\">\n    <img src=\"//bibbase.org/img/filetypes/link.svg\"\n\t     alt=\"Graphs, Constraints, and Search for the Abstraction and Reasoning Corpus [link]\"\n       title=\" github\"\n\t     class=\"bibbase_icon\"\n         ><span class=\"bibbase_icon_text\"> github</span></a>\n  &nbsp;\n  \n\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/xu-khalil-sanner-graphsconstraintsandsearchfortheabstractionandreasoningcorpus-2023\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n  &nbsp;\n  <span class=\"bibbase_stats_paper\" style=\"color: #777;\">\n    <span>60 downloads</span>\n  </span>\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('xu-khalil-sanner-graphsconstraintsandsearchfortheabstractionandreasoningcorpus-2023')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@inproceedings{sanner:aaai23a,\n\tauthor = {Yudong Xu and Elias B. Khalil and Scott Sanner},\n\ttitle = {Graphs, Constraints, and Search for the Abstraction and Reasoning Corpus},\n\tyear = {2023},\n\tbooktitle = {Proceedings of the 37th {AAAI} Conference on Artificial Intelligence ({AAAI-23})},\n\taddress = {Washington D.C., USA},\n\turl_paper = {https://ssanner.github.io/papers/aaai23_arga.pdf},\n\turl_github = {https://github.com/khalil-research/ARGA-AAAI23}\n}\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n  <div class=\"bibbase_paper\" id=\"chembu-sanner-khurram-kumar-scalableandgloballyoptimalgeneralizedl1kcenterclusteringviaconstraintgenerationinmixedintegerlinearprogramming-2023\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  <a href=\"https://ssanner.github.io/papers/aaai23_kcenters.pdf\"\n     onclick=\"return trackOutboundLink('publications', 'click', 'chembu-sanner-khurram-kumar-scalableandgloballyoptimalgeneralizedl1kcenterclusteringviaconstraintgenerationinmixedintegerlinearprogramming-2023', 'https://ssanner.github.io/papers/aaai23_kcenters.pdf', event);\">\n    Scalable and Globally Optimal Generalized L1 k-center Clustering via Constraint Generation in Mixed Integer Linear Programming.\n  </a>\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  Chembu, A.; <a class=\"bibbase author link\" href=\"https://d3m.mie.utoronto.ca/publications/\">Sanner, S.</a>; Khurram, H.;  and Kumar, A.\n</span>\n\n  \n\n</span>\n\n  In <i>Proceedings of the 37th AAAI Conference on Artificial Intelligence (AAAI-23)</i>, Washington D.C., USA,  2023. \n  <span class=\"note\"></span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n  <a href=\"https://ssanner.github.io/papers/aaai23_kcenters.pdf\"\n     onclick=\"log_download('chembu-sanner-khurram-kumar-scalableandgloballyoptimalgeneralizedl1kcenterclusteringviaconstraintgenerationinmixedintegerlinearprogramming-2023', 'https://ssanner.github.io/papers/aaai23_kcenters.pdf', event.ctrlKey, event)\">\n    <img src=\"//bibbase.org/img/filetypes/pdf.svg\"\n\t     alt=\"Scalable and Globally Optimal Generalized L1 k-center Clustering via Constraint Generation in Mixed Integer Linear Programming [pdf]\"\n       title=\" paper\"\n\t     class=\"bibbase_icon\"\n         ><span class=\"bibbase_icon_text\"> paper</span></a>\n  &nbsp;\n  \n  <a href=\"https://github.com/Aravinthck/Optimal-KCenters\"\n     onclick=\"log_download('chembu-sanner-khurram-kumar-scalableandgloballyoptimalgeneralizedl1kcenterclusteringviaconstraintgenerationinmixedintegerlinearprogramming-2023', 'https://github.com/Aravinthck/Optimal-KCenters', event.ctrlKey, event)\">\n    <img src=\"//bibbase.org/img/filetypes/link.svg\"\n\t     alt=\"Scalable and Globally Optimal Generalized L1 k-center Clustering via Constraint Generation in Mixed Integer Linear Programming [link]\"\n       title=\" github\"\n\t     class=\"bibbase_icon\"\n         ><span class=\"bibbase_icon_text\"> github</span></a>\n  &nbsp;\n  \n\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/chembu-sanner-khurram-kumar-scalableandgloballyoptimalgeneralizedl1kcenterclusteringviaconstraintgenerationinmixedintegerlinearprogramming-2023\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n  &nbsp;\n  <span class=\"bibbase_stats_paper\" style=\"color: #777;\">\n    <span>44 downloads</span>\n  </span>\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('chembu-sanner-khurram-kumar-scalableandgloballyoptimalgeneralizedl1kcenterclusteringviaconstraintgenerationinmixedintegerlinearprogramming-2023')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@inproceedings{sanner:aaai23b,\n\tauthor = {Aravinth Chembu and Scott Sanner and Hassan Khurram and Akshat Kumar},\n\ttitle = {Scalable and Globally Optimal Generalized L1 k-center Clustering via Constraint Generation in Mixed Integer Linear Programming},\n\tyear = {2023},\n\tbooktitle = {Proceedings of the 37th {AAAI} Conference on Artificial Intelligence ({AAAI-23})},\n\taddress = {Washington D.C., USA},\n\turl_paper = {https://ssanner.github.io/papers/aaai23_kcenters.pdf},\n\turl_github = {https://github.com/Aravinthck/Optimal-KCenters}\n}\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n  <div class=\"bibbase_paper\" id=\"chembu-sanner-khalil-scalableandnearoptimalepsilontubeclusterwiseregression-2023\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  <a href=\"https://ssanner.github.io/papers/cpaior23_etcr.pdf\"\n     onclick=\"return trackOutboundLink('publications', 'click', 'chembu-sanner-khalil-scalableandnearoptimalepsilontubeclusterwiseregression-2023', 'https://ssanner.github.io/papers/cpaior23_etcr.pdf', event);\">\n    Scalable and Near-Optimal Epsilon-tube Clusterwise Regression.\n  </a>\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  Chembu, A.; <a class=\"bibbase author link\" href=\"https://d3m.mie.utoronto.ca/publications/\">Sanner, S.</a>;  and Khalil, E.\n</span>\n\n  \n\n</span>\n\n  In <i>Proceedings of the 20th International Conference on the Integration of Constraint Programming, Artificial Intelligence, and Operations Research (CPAIOR-23)</i>, Nice, France,  2023. \n  <span class=\"note\"></span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n  <a href=\"https://ssanner.github.io/papers/cpaior23_etcr.pdf\"\n     onclick=\"log_download('chembu-sanner-khalil-scalableandnearoptimalepsilontubeclusterwiseregression-2023', 'https://ssanner.github.io/papers/cpaior23_etcr.pdf', event.ctrlKey, event)\">\n    <img src=\"//bibbase.org/img/filetypes/pdf.svg\"\n\t     alt=\"Scalable and Near-Optimal Epsilon-tube Clusterwise Regression [pdf]\"\n       title=\" paper\"\n\t     class=\"bibbase_icon\"\n         ><span class=\"bibbase_icon_text\"> paper</span></a>\n  &nbsp;\n  \n  <a href=\"https://github.com/Aravinthck/CLR-epsTube\"\n     onclick=\"log_download('chembu-sanner-khalil-scalableandnearoptimalepsilontubeclusterwiseregression-2023', 'https://github.com/Aravinthck/CLR-epsTube', event.ctrlKey, event)\">\n    <img src=\"//bibbase.org/img/filetypes/link.svg\"\n\t     alt=\"Scalable and Near-Optimal Epsilon-tube Clusterwise Regression [link]\"\n       title=\" github\"\n\t     class=\"bibbase_icon\"\n         ><span class=\"bibbase_icon_text\"> github</span></a>\n  &nbsp;\n  \n\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/chembu-sanner-khalil-scalableandnearoptimalepsilontubeclusterwiseregression-2023\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n  &nbsp;\n  <span class=\"bibbase_stats_paper\" style=\"color: #777;\">\n    <span>14 downloads</span>\n  </span>\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('chembu-sanner-khalil-scalableandnearoptimalepsilontubeclusterwiseregression-2023')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@inproceedings{sanner:cpaior23a,\n\ttitle = {Scalable and Near-Optimal Epsilon-tube Clusterwise Regression},\n\tauthor = {Aravinth Chembu and Scott Sanner and Elias Khalil},\n\tbooktitle = {Proceedings of the 20th International Conference on the Integration of Constraint Programming, Artificial Intelligence, and Operations Research (CPAIOR-23)}, \n\taddress = {Nice, France},\n\tyear = {2023},\n\turl_paper = {https://ssanner.github.io/papers/cpaior23_etcr.pdf},\n\turl_github = {https://github.com/Aravinthck/CLR-epsTube}\n}\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n  <div class=\"bibbase_paper\" id=\"jeong-sanner-kumar-amixedintegerlinearprogrammingreductionofdisjointbilinearprogramsviasymbolicvariableelimination-2023\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  <a href=\"https://ssanner.github.io/papers/cpaior23_dblpsve.pdf\"\n     onclick=\"return trackOutboundLink('publications', 'click', 'jeong-sanner-kumar-amixedintegerlinearprogrammingreductionofdisjointbilinearprogramsviasymbolicvariableelimination-2023', 'https://ssanner.github.io/papers/cpaior23_dblpsve.pdf', event);\">\n    A Mixed-Integer Linear Programming Reduction of Disjoint Bilinear Programs via Symbolic Variable Elimination.\n  </a>\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  Jeong, J.; <a class=\"bibbase author link\" href=\"https://d3m.mie.utoronto.ca/publications/\">Sanner, S.</a>;  and Kumar, A.\n</span>\n\n  \n\n</span>\n\n  In <i>Proceedings of the 20th International Conference on the Integration of Constraint Programming, Artificial Intelligence, and Operations Research (CPAIOR-23)</i>, Nice, France,  2023. \n  <span class=\"note\"></span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n  <a href=\"https://ssanner.github.io/papers/cpaior23_dblpsve.pdf\"\n     onclick=\"log_download('jeong-sanner-kumar-amixedintegerlinearprogrammingreductionofdisjointbilinearprogramsviasymbolicvariableelimination-2023', 'https://ssanner.github.io/papers/cpaior23_dblpsve.pdf', event.ctrlKey, event)\">\n    <img src=\"//bibbase.org/img/filetypes/pdf.svg\"\n\t     alt=\"A Mixed-Integer Linear Programming Reduction of Disjoint Bilinear Programs via Symbolic Variable Elimination [pdf]\"\n       title=\" paper\"\n\t     class=\"bibbase_icon\"\n         ><span class=\"bibbase_icon_text\"> paper</span></a>\n  &nbsp;\n  \n  <a href=\"https://github.com/jihwan-jeong/xaddpy/tree/main/examples/dblp\"\n     onclick=\"log_download('jeong-sanner-kumar-amixedintegerlinearprogrammingreductionofdisjointbilinearprogramsviasymbolicvariableelimination-2023', 'https://github.com/jihwan-jeong/xaddpy/tree/main/examples/dblp', event.ctrlKey, event)\">\n    <img src=\"//bibbase.org/img/filetypes/link.svg\"\n\t     alt=\"A Mixed-Integer Linear Programming Reduction of Disjoint Bilinear Programs via Symbolic Variable Elimination [link]\"\n       title=\" github\"\n\t     class=\"bibbase_icon\"\n         ><span class=\"bibbase_icon_text\"> github</span></a>\n  &nbsp;\n  \n\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/jeong-sanner-kumar-amixedintegerlinearprogrammingreductionofdisjointbilinearprogramsviasymbolicvariableelimination-2023\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n  &nbsp;\n  <span class=\"bibbase_stats_paper\" style=\"color: #777;\">\n    <span>16 downloads</span>\n  </span>\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('jeong-sanner-kumar-amixedintegerlinearprogrammingreductionofdisjointbilinearprogramsviasymbolicvariableelimination-2023')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@inproceedings{sanner:cpaior23b,\n\ttitle = {A Mixed-Integer Linear Programming Reduction of Disjoint Bilinear Programs via Symbolic Variable Elimination}, \n\tauthor = {Jihwan Jeong and Scott Sanner and Akshat Kumar},\n\tbooktitle = {Proceedings of the 20th International Conference on the Integration of Constraint Programming, Artificial Intelligence, and Operations Research (CPAIOR-23)}, \n\taddress = {Nice, France},\n\tyear = {2023},\n\turl_paper = {https://ssanner.github.io/papers/cpaior23_dblpsve.pdf},\n\turl_github = {https://github.com/jihwan-jeong/xaddpy/tree/main/examples/dblp}\n}\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n  <div class=\"bibbase_paper\" id=\"wu-zhou-ling-yang-veloso-sun-huang-guimaraes-etal-towardsdialoguemodelingbeyondtext-2023\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  <a href=\"https://ssanner.github.io/papers/icassp23_beyondtext.pdf\"\n     onclick=\"return trackOutboundLink('publications', 'click', 'wu-zhou-ling-yang-veloso-sun-huang-guimaraes-etal-towardsdialoguemodelingbeyondtext-2023', 'https://ssanner.github.io/papers/icassp23_beyondtext.pdf', event);\">\n    Towards Dialogue Modeling Beyond Text.\n  </a>\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  Wu, T.; Zhou, Y.; Ling, W.; Yang, H.; Veloso, J.; Sun, L.; Huang, R.; Guimaraes, N.;  and <a class=\"bibbase author link\" href=\"https://d3m.mie.utoronto.ca/publications/\">Sanner, S.</a>\n</span>\n\n  \n\n</span>\n\n  In <i>Proceedings of the IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP-23)</i>, Rhodes, Greece,  2023. \n  <span class=\"note\"></span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n  <a href=\"https://ssanner.github.io/papers/icassp23_beyondtext.pdf\"\n     onclick=\"log_download('wu-zhou-ling-yang-veloso-sun-huang-guimaraes-etal-towardsdialoguemodelingbeyondtext-2023', 'https://ssanner.github.io/papers/icassp23_beyondtext.pdf', event.ctrlKey, event)\">\n    <img src=\"//bibbase.org/img/filetypes/pdf.svg\"\n\t     alt=\"Towards Dialogue Modeling Beyond Text [pdf]\"\n       title=\" paper\"\n\t     class=\"bibbase_icon\"\n         ><span class=\"bibbase_icon_text\"> paper</span></a>\n  &nbsp;\n  \n\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/wu-zhou-ling-yang-veloso-sun-huang-guimaraes-etal-towardsdialoguemodelingbeyondtext-2023\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n  &nbsp;\n  <span class=\"bibbase_stats_paper\" style=\"color: #777;\">\n    <span>10 downloads</span>\n  </span>\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('wu-zhou-ling-yang-veloso-sun-huang-guimaraes-etal-towardsdialoguemodelingbeyondtext-2023')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@inproceedings{sanner:icassp23,\n\ttitle = {Towards Dialogue Modeling Beyond Text},\n\tauthor = {Tongzi Wu and Yuhao Zhou and Wang Ling and Hojin Yang and Joana Veloso and Lin Sun and Ruixin Huang and Norberto Guimaraes and Scott Sanner},\n\tbooktitle = {Proceedings of the IEEE International Conference on Acoustics, Speech and Signal Processing ({ICASSP-23})},\n\taddress = {Rhodes, Greece},\n\tyear = {2023},\n\turl_paper = {https://ssanner.github.io/papers/icassp23_beyondtext.pdf}\n}\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n  <div class=\"bibbase_paper\" id=\"shen-li-bouadjenek-mai-sanner-towardsunderstandingandmitigatingunintendedbiasesinlanguagemodeldrivenconversationalrecommendation-2023\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  <a href=\"https://rbouadjenek.github.io/papers/IPM-D-22-00928.pdf\"\n     onclick=\"return trackOutboundLink('publications', 'click', 'shen-li-bouadjenek-mai-sanner-towardsunderstandingandmitigatingunintendedbiasesinlanguagemodeldrivenconversationalrecommendation-2023', 'https://rbouadjenek.github.io/papers/IPM-D-22-00928.pdf', event);\">\n    Towards Understanding and Mitigating Unintended Biases in Language Model-driven Conversational Recommendation.\n  </a>\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  Shen, T.; Li, J.; Bouadjenek, M. R.; Mai, Z.;  and <a class=\"bibbase author link\" href=\"https://d3m.mie.utoronto.ca/publications/\">Sanner, S.</a>\n</span>\n\n  \n\n</span>\n\n  <i>Information Processing & Management</i>, 60(1): 103139.  2023.\n  <span class=\"note\"></span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n  <a href=\"https://www.sciencedirect.com/science/article/pii/S0306457322002400\"\n     onclick=\"log_download('shen-li-bouadjenek-mai-sanner-towardsunderstandingandmitigatingunintendedbiasesinlanguagemodeldrivenconversationalrecommendation-2023', 'https://www.sciencedirect.com/science/article/pii/S0306457322002400', event.ctrlKey, event)\">\n    <img src=\"//bibbase.org/img/filetypes/link.svg\"\n\t     alt=\"Towards Understanding and Mitigating Unintended Biases in Language Model-driven Conversational Recommendation [link]\"\n       title=\" url\"\n\t     class=\"bibbase_icon\"\n         ><span class=\"bibbase_icon_text\"> url</span></a>\n  &nbsp;\n  \n  <a href=\"https://rbouadjenek.github.io/papers/IPM-D-22-00928.pdf\"\n     onclick=\"log_download('shen-li-bouadjenek-mai-sanner-towardsunderstandingandmitigatingunintendedbiasesinlanguagemodeldrivenconversationalrecommendation-2023', 'https://rbouadjenek.github.io/papers/IPM-D-22-00928.pdf', event.ctrlKey, event)\">\n    <img src=\"//bibbase.org/img/filetypes/pdf.svg\"\n\t     alt=\"Towards Understanding and Mitigating Unintended Biases in Language Model-driven Conversational Recommendation [pdf]\"\n       title=\" paper\"\n\t     class=\"bibbase_icon\"\n         ><span class=\"bibbase_icon_text\"> paper</span></a>\n  &nbsp;\n  \n  <a href=\"https://tinabbb.github.io/posts/lmrec_unintended_bias/index.html\"\n     onclick=\"log_download('shen-li-bouadjenek-mai-sanner-towardsunderstandingandmitigatingunintendedbiasesinlanguagemodeldrivenconversationalrecommendation-2023', 'https://tinabbb.github.io/posts/lmrec_unintended_bias/index.html', event.ctrlKey, event)\">\n    <img src=\"//bibbase.org/img/filetypes/link.svg\"\n\t     alt=\"Towards Understanding and Mitigating Unintended Biases in Language Model-driven Conversational Recommendation [link]\"\n       title=\" blog\"\n\t     class=\"bibbase_icon\"\n         ><span class=\"bibbase_icon_text\"> blog</span></a>\n  &nbsp;\n  \n  <a href=\"https://github.com/TinaBBB/Unintended-Bias-LMRec\"\n     onclick=\"log_download('shen-li-bouadjenek-mai-sanner-towardsunderstandingandmitigatingunintendedbiasesinlanguagemodeldrivenconversationalrecommendation-2023', 'https://github.com/TinaBBB/Unintended-Bias-LMRec', event.ctrlKey, event)\">\n    <img src=\"//bibbase.org/img/filetypes/link.svg\"\n\t     alt=\"Towards Understanding and Mitigating Unintended Biases in Language Model-driven Conversational Recommendation [link]\"\n       title=\" github\"\n\t     class=\"bibbase_icon\"\n         ><span class=\"bibbase_icon_text\"> github</span></a>\n  &nbsp;\n  \n\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/shen-li-bouadjenek-mai-sanner-towardsunderstandingandmitigatingunintendedbiasesinlanguagemodeldrivenconversationalrecommendation-2023\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n  &nbsp;\n  <span class=\"bibbase_stats_paper\" style=\"color: #777;\">\n    <span>65 downloads</span>\n  </span>\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('shen-li-bouadjenek-mai-sanner-towardsunderstandingandmitigatingunintendedbiasesinlanguagemodeldrivenconversationalrecommendation-2023')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@article{sanner:ipm23,\n\tauthor = {Tianshu Shen and Jiaru Li and Mohamed Reda Bouadjenek and Zheda Mai and Scott Sanner},\n\ttitle = {Towards Understanding and Mitigating Unintended Biases in Language Model-driven Conversational Recommendation},\n\tjournal = {Information Processing &amp; Management},\n\tvolume = {60},\n\tnumber = {1},\n\tpages = {103139},\n\tyear = {2023},\n\turl_url = {https://www.sciencedirect.com/science/article/pii/S0306457322002400},\n\turl_paper = {https://rbouadjenek.github.io/papers/IPM-D-22-00928.pdf},\n        url_blog = {https://tinabbb.github.io/posts/lmrec_unintended_bias/index.html},\n\turl_github = {https://github.com/TinaBBB/Unintended-Bias-LMRec}\n}\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n  <div class=\"bibbase_paper\" id=\"rana-sanner-bouadjenek-dicarlantonio-farmaner-userexperienceandtheroleofpersonalizationincritiquingbasedconversationalrecommendation-2023\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  <a href=\"https://rbouadjenek.github.io/papers/TWEB-22-0072.pdf\"\n     onclick=\"return trackOutboundLink('publications', 'click', 'rana-sanner-bouadjenek-dicarlantonio-farmaner-userexperienceandtheroleofpersonalizationincritiquingbasedconversationalrecommendation-2023', 'https://rbouadjenek.github.io/papers/TWEB-22-0072.pdf', event);\">\n    User Experience and The Role of Personalization in Critiquing-Based Conversational Recommendation.\n  </a>\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  Rana, A.; <a class=\"bibbase author link\" href=\"https://d3m.mie.utoronto.ca/publications/\">Sanner, S.</a>; Bouadjenek, M. R.; Dicarlantonio, R.;  and Farmaner, G.\n</span>\n\n  \n\n</span>\n\n  <i>ACM Transactions on the Web (TWeb)</i>. May 2023.\n  <span class=\"note\">Accepted</span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n  <a href=\"https://doi.org/10.1145/3597499\"\n     onclick=\"log_download('rana-sanner-bouadjenek-dicarlantonio-farmaner-userexperienceandtheroleofpersonalizationincritiquingbasedconversationalrecommendation-2023', 'https://doi.org/10.1145/3597499', event.ctrlKey, event)\">\n    <img src=\"//bibbase.org/img/filetypes/link.svg\"\n\t     alt=\"User Experience and The Role of Personalization in Critiquing-Based Conversational Recommendation [link]\"\n       title=\" url\"\n\t     class=\"bibbase_icon\"\n         ><span class=\"bibbase_icon_text\"> url</span></a>\n  &nbsp;\n  \n  <a href=\"https://rbouadjenek.github.io/papers/TWEB-22-0072.pdf\"\n     onclick=\"log_download('rana-sanner-bouadjenek-dicarlantonio-farmaner-userexperienceandtheroleofpersonalizationincritiquingbasedconversationalrecommendation-2023', 'https://rbouadjenek.github.io/papers/TWEB-22-0072.pdf', event.ctrlKey, event)\">\n    <img src=\"//bibbase.org/img/filetypes/pdf.svg\"\n\t     alt=\"User Experience and The Role of Personalization in Critiquing-Based Conversational Recommendation [pdf]\"\n       title=\" paper\"\n\t     class=\"bibbase_icon\"\n         ><span class=\"bibbase_icon_text\"> paper</span></a>\n  &nbsp;\n  \n\n  \n  <a href=\"http://doi.org/10.1145/3597499\"\n     onclick=\"log_download('rana-sanner-bouadjenek-dicarlantonio-farmaner-userexperienceandtheroleofpersonalizationincritiquingbasedconversationalrecommendation-2023', 'http://doi.org/10.1145/3597499', event.ctrlKey)\"\n     class=\"bibbase doi link\">\n    <span>doi</span></a>\n  &nbsp;\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/rana-sanner-bouadjenek-dicarlantonio-farmaner-userexperienceandtheroleofpersonalizationincritiquingbasedconversationalrecommendation-2023\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n  &nbsp;\n  <span class=\"bibbase_stats_paper\" style=\"color: #777;\">\n    <span>12 downloads</span>\n  </span>\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('rana-sanner-bouadjenek-dicarlantonio-farmaner-userexperienceandtheroleofpersonalizationincritiquingbasedconversationalrecommendation-2023')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@article{sanner:tweb23a,\n  author = {Arpit Rana and Scott Sanner and Mohamed Reda Bouadjenek and Ron Dicarlantonio and Gary Farmaner},\n  title = {User Experience and The Role of Personalization in Critiquing-Based Conversational Recommendation},\n  year = {2023},\n  publisher = {Association for Computing Machinery},\n  address = {New York, NY, USA},\n  issn = {1559-1131},\n  url_url = {https://doi.org/10.1145/3597499},\n  url_paper = {https://rbouadjenek.github.io/papers/TWEB-22-0072.pdf},\n  doi = {10.1145/3597499},\n  note = {Accepted},\n  journal = {ACM Transactions on the Web (TWeb)},\n  month = {May}\n}\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n  <div class=\"bibbase_paper\" id=\"bouadjenek-sanner-wu-ausercentricanalysisofsocialmediaforstockmarketprediction-2023\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  <a href=\"https://ssanner.github.io/papers/tweb22_userstockpred.pdf\"\n     onclick=\"return trackOutboundLink('publications', 'click', 'bouadjenek-sanner-wu-ausercentricanalysisofsocialmediaforstockmarketprediction-2023', 'https://ssanner.github.io/papers/tweb22_userstockpred.pdf', event);\">\n    A User-Centric Analysis of Social Media for Stock Market Prediction.\n  </a>\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  Bouadjenek, M. R.; <a class=\"bibbase author link\" href=\"https://d3m.mie.utoronto.ca/publications/\">Sanner, S.</a>;  and Wu, G.\n</span>\n\n  \n\n</span>\n\n  <i>ACM Transactions on the Web</i>, 17: 1–22. Mar 2023.\n  <span class=\"note\"></span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n  <a href=\"https://dl.acm.org/doi/10.1145/3532856\"\n     onclick=\"log_download('bouadjenek-sanner-wu-ausercentricanalysisofsocialmediaforstockmarketprediction-2023', 'https://dl.acm.org/doi/10.1145/3532856', event.ctrlKey, event)\">\n    <img src=\"//bibbase.org/img/filetypes/link.svg\"\n\t     alt=\"A User-Centric Analysis of Social Media for Stock Market Prediction [link]\"\n       title=\" url\"\n\t     class=\"bibbase_icon\"\n         ><span class=\"bibbase_icon_text\"> url</span></a>\n  &nbsp;\n  \n  <a href=\"https://ssanner.github.io/papers/tweb22_userstockpred.pdf\"\n     onclick=\"log_download('bouadjenek-sanner-wu-ausercentricanalysisofsocialmediaforstockmarketprediction-2023', 'https://ssanner.github.io/papers/tweb22_userstockpred.pdf', event.ctrlKey, event)\">\n    <img src=\"//bibbase.org/img/filetypes/pdf.svg\"\n\t     alt=\"A User-Centric Analysis of Social Media for Stock Market Prediction [pdf]\"\n       title=\" preprint\"\n\t     class=\"bibbase_icon\"\n         ><span class=\"bibbase_icon_text\"> preprint</span></a>\n  &nbsp;\n  \n\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/bouadjenek-sanner-wu-ausercentricanalysisofsocialmediaforstockmarketprediction-2023\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n  &nbsp;\n  <span class=\"bibbase_stats_paper\" style=\"color: #777;\">\n    <span>2 downloads</span>\n  </span>\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('bouadjenek-sanner-wu-ausercentricanalysisofsocialmediaforstockmarketprediction-2023')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@article{sanner:tweb23b,\n\tauthor = {Mohamed Reda Bouadjenek and Scott Sanner and Ga Wu},\n\ttitle = {A User-Centric Analysis of Social Media for Stock Market Prediction},\n\tyear = {2023},\n\tpublisher = {Association for Computing Machinery},\n\taddress = {New York, NY, USA},\n\tjournal = {ACM Transactions on the Web},\n\tvolume = {17},\n\tissue = {2},\n\tpages = {1--22},\n\tmonth = {Mar},\n\turl_url = {https://dl.acm.org/doi/10.1145/3532856},\n\turl_preprint = {https://ssanner.github.io/papers/tweb22_userstockpred.pdf}\n}\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n  <div class=\"bibbase_paper\" id=\"li-mai-zhang-jang-sanner-transcamtransformerattentionbasedcamrefinementforweaklysupervisedsemanticsegmentation-2023\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  <a href=\"https://arxiv.org/pdf/2203.07239.pdf\"\n     onclick=\"return trackOutboundLink('publications', 'click', 'li-mai-zhang-jang-sanner-transcamtransformerattentionbasedcamrefinementforweaklysupervisedsemanticsegmentation-2023', 'https://arxiv.org/pdf/2203.07239.pdf', event);\">\n    TransCAM: Transformer Attention-Based CAM Refinement for Weakly Supervised Semantic Segmentation.\n  </a>\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  Li, R.; Mai, Z.; Zhang, Z.; Jang, J.;  and <a class=\"bibbase author link\" href=\"https://d3m.mie.utoronto.ca/publications/\">Sanner, S.</a>\n</span>\n\n  \n\n</span>\n\n  <i>Journal of Visual Communication and Image Representation</i>, 92(C): 103800. Apr 2023.\n  <span class=\"note\"></span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n  <a href=\"https://www.sciencedirect.com/science/article/abs/pii/S1047320323000500\"\n     onclick=\"log_download('li-mai-zhang-jang-sanner-transcamtransformerattentionbasedcamrefinementforweaklysupervisedsemanticsegmentation-2023', 'https://www.sciencedirect.com/science/article/abs/pii/S1047320323000500', event.ctrlKey, event)\">\n    <img src=\"//bibbase.org/img/filetypes/link.svg\"\n\t     alt=\"TransCAM: Transformer Attention-Based CAM Refinement for Weakly Supervised Semantic Segmentation [link]\"\n       title=\" url\"\n\t     class=\"bibbase_icon\"\n         ><span class=\"bibbase_icon_text\"> url</span></a>\n  &nbsp;\n  \n  <a href=\"https://arxiv.org/pdf/2203.07239.pdf\"\n     onclick=\"log_download('li-mai-zhang-jang-sanner-transcamtransformerattentionbasedcamrefinementforweaklysupervisedsemanticsegmentation-2023', 'https://arxiv.org/pdf/2203.07239.pdf', event.ctrlKey, event)\">\n    <img src=\"//bibbase.org/img/filetypes/pdf.svg\"\n\t     alt=\"TransCAM: Transformer Attention-Based CAM Refinement for Weakly Supervised Semantic Segmentation [pdf]\"\n       title=\" preprint\"\n\t     class=\"bibbase_icon\"\n         ><span class=\"bibbase_icon_text\"> preprint</span></a>\n  &nbsp;\n  \n  <a href=\"https://github.com/liruiwen/TransCAM\"\n     onclick=\"log_download('li-mai-zhang-jang-sanner-transcamtransformerattentionbasedcamrefinementforweaklysupervisedsemanticsegmentation-2023', 'https://github.com/liruiwen/TransCAM', event.ctrlKey, event)\">\n    <img src=\"//bibbase.org/img/filetypes/link.svg\"\n\t     alt=\"TransCAM: Transformer Attention-Based CAM Refinement for Weakly Supervised Semantic Segmentation [link]\"\n       title=\" github\"\n\t     class=\"bibbase_icon\"\n         ><span class=\"bibbase_icon_text\"> github</span></a>\n  &nbsp;\n  \n\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/li-mai-zhang-jang-sanner-transcamtransformerattentionbasedcamrefinementforweaklysupervisedsemanticsegmentation-2023\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n  &nbsp;\n  <span class=\"bibbase_stats_paper\" style=\"color: #777;\">\n    <span>16 downloads</span>\n  </span>\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('li-mai-zhang-jang-sanner-transcamtransformerattentionbasedcamrefinementforweaklysupervisedsemanticsegmentation-2023')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@article{sanner:jvcir23,\n\tauthor = {Li, Ruiwen and Mai, Zheda and Zhang, Zhibo and Jang, Jongseong and Sanner, Scott},\n\ttitle = {TransCAM: Transformer Attention-Based CAM Refinement for Weakly Supervised Semantic Segmentation},\n\tyear = {2023},\n\tpublisher = {Academic Press, Inc.},\n\taddress = {USA},\n\tvolume = {92},\n\tnumber = {C},\n\tpages = {103800},\n\tjournal = {Journal of Visual Communication and Image Representation},\n\tmonth = {Apr},\n\turl_url = {https://www.sciencedirect.com/science/article/abs/pii/S1047320323000500},\n\turl_preprint = {https://arxiv.org/pdf/2203.07239.pdf},\n\turl_github = {https://github.com/liruiwen/TransCAM}\n}\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n  <div class=\"bibbase_paper\" id=\"wang-taitler-smirnov-sanner-abdulhai-emarlindistributedcoordinatedadaptivetrafficsignalcontrolwithtopologyembeddingpropagation-2023\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  <a href=\"https://doi.org/10.1177/03611981231184250\"\n     onclick=\"return trackOutboundLink('publications', 'click', 'wang-taitler-smirnov-sanner-abdulhai-emarlindistributedcoordinatedadaptivetrafficsignalcontrolwithtopologyembeddingpropagation-2023', 'https://doi.org/10.1177/03611981231184250', event);\">\n    eMARLIN: Distributed Coordinated Adaptive Traffic Signal Control with Topology-Embedding Propagation.\n  </a>\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  Wang, X.; Taitler, A.; Smirnov, I.; <a class=\"bibbase author link\" href=\"https://d3m.mie.utoronto.ca/publications/\">Sanner, S.</a>;  and Abdulhai, B.\n</span>\n\n  \n\n</span>\n\n  <i>Transportation Research Record</i>,1–14.  2023.\n  <span class=\"note\">Accepted.</span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n  <a href=\"https://doi.org/10.1177/03611981231184250\"\n     onclick=\"log_download('wang-taitler-smirnov-sanner-abdulhai-emarlindistributedcoordinatedadaptivetrafficsignalcontrolwithtopologyembeddingpropagation-2023', 'https://doi.org/10.1177/03611981231184250', event.ctrlKey, event)\">\n    <img src=\"//bibbase.org/img/filetypes/link.svg\"\n\t     alt=\"eMARLIN: Distributed Coordinated Adaptive Traffic Signal Control with Topology-Embedding Propagation [link]\"\n       title=\" url\"\n\t     class=\"bibbase_icon\"\n         ><span class=\"bibbase_icon_text\"> url</span></a>\n  &nbsp;\n  \n\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/wang-taitler-smirnov-sanner-abdulhai-emarlindistributedcoordinatedadaptivetrafficsignalcontrolwithtopologyembeddingpropagation-2023\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n  &nbsp;\n  <span class=\"bibbase_stats_paper\" style=\"color: #777;\">\n    <span>5 downloads</span>\n  </span>\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('wang-taitler-smirnov-sanner-abdulhai-emarlindistributedcoordinatedadaptivetrafficsignalcontrolwithtopologyembeddingpropagation-2023')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@article{sanner:trr23,\n  author = {Xiaoyu Wang and Ayal Taitler and Ilia Smirnov and Scott Sanner and Baher Abdulhai},\n  title ={eMARLIN: Distributed Coordinated Adaptive Traffic Signal Control with Topology-Embedding Propagation},\n  journal = {Transportation Research Record},\n  pages = {1--14},\n  year = {2023},\n  note = {Accepted.},\n  url_url = {https://doi.org/10.1177/03611981231184250}\n}\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n  <div class=\"bibbase_paper\" id=\"ting-sanner-abdulhai-acomparativeevaluationofestablishedandcontemporarydeeplearningtrafficpredictionmethods-2023\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  <a href=\"https://www.e-elgar.com/shop/usd/handbook-on-artificial-intelligence-and-transport-9781803929538.html\"\n     onclick=\"return trackOutboundLink('publications', 'click', 'ting-sanner-abdulhai-acomparativeevaluationofestablishedandcontemporarydeeplearningtrafficpredictionmethods-2023', 'https://www.e-elgar.com/shop/usd/handbook-on-artificial-intelligence-and-transport-9781803929538.html', event);\">\n    A Comparative Evaluation of Established and Contemporary Deep Learning Traffic Prediction Methods.\n  </a>\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  Ting, T. J.; <a class=\"bibbase author link\" href=\"https://d3m.mie.utoronto.ca/publications/\">Sanner, S.</a>;  and Abdulhai, B.\n</span>\n\n  \n\n</span>\n\n  In Dia, H., editor(s), <i>Handbook on Artificial Intelligence and Transport</i>, 1, pages 14–46. Edward Elgar Publishing,  2023.\n  <span class=\"note\"></span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n  <a href=\"https://www.e-elgar.com/shop/usd/handbook-on-artificial-intelligence-and-transport-9781803929538.html\"\n     onclick=\"log_download('ting-sanner-abdulhai-acomparativeevaluationofestablishedandcontemporarydeeplearningtrafficpredictionmethods-2023', 'https://www.e-elgar.com/shop/usd/handbook-on-artificial-intelligence-and-transport-9781803929538.html', event.ctrlKey, event)\">\n    <img src=\"//bibbase.org/img/filetypes/link.svg\"\n\t     alt=\"A Comparative Evaluation of Established and Contemporary Deep Learning Traffic Prediction Methods [link]\"\n       title=\" url\"\n\t     class=\"bibbase_icon\"\n         ><span class=\"bibbase_icon_text\"> url</span></a>\n  &nbsp;\n  \n\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/ting-sanner-abdulhai-acomparativeevaluationofestablishedandcontemporarydeeplearningtrafficpredictionmethods-2023\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n  &nbsp;\n  <span class=\"bibbase_stats_paper\" style=\"color: #777;\">\n    <span>3 downloads</span>\n  </span>\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('ting-sanner-abdulhai-acomparativeevaluationofestablishedandcontemporarydeeplearningtrafficpredictionmethods-2023')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@incollection{sanner:handbook23a,\n  author       = {Ta Jiun Ting and Scott Sanner and Baher Abdulhai}, \n  title        = {A Comparative Evaluation of Established and Contemporary Deep Learning Traffic Prediction Methods},\n  booktitle    = {Handbook on Artificial Intelligence and Transport},\n  publisher    = {Edward Elgar Publishing},\n  year         = {2023},\n  editor       = {Hussein Dia},\n  chapter      = {1},\n  pages        = {14--46},\n  url_url      = {https://www.e-elgar.com/shop/usd/handbook-on-artificial-intelligence-and-transport-9781803929538.html}\n}\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n  <div class=\"bibbase_paper\" id=\"wang-abdulhai-sanner-acriticalreviewoftrafficsignalcontrolandanovelunifiedviewofreinforcementlearningandmodelpredictivecontrolapproachesforadaptivetrafficsignalcontrol-2023\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  <a href=\"https://www.e-elgar.com/shop/usd/handbook-on-artificial-intelligence-and-transport-9781803929538.html\"\n     onclick=\"return trackOutboundLink('publications', 'click', 'wang-abdulhai-sanner-acriticalreviewoftrafficsignalcontrolandanovelunifiedviewofreinforcementlearningandmodelpredictivecontrolapproachesforadaptivetrafficsignalcontrol-2023', 'https://www.e-elgar.com/shop/usd/handbook-on-artificial-intelligence-and-transport-9781803929538.html', event);\">\n    A Critical Review of Traffic Signal Control and a Novel Unified View of Reinforcement Learning and Model Predictive Control Approaches for Adaptive Traffic Signal Control.\n  </a>\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  Wang, X.; Abdulhai, B.;  and <a class=\"bibbase author link\" href=\"https://d3m.mie.utoronto.ca/publications/\">Sanner, S.</a>\n</span>\n\n  \n\n</span>\n\n  In Dia, H., editor(s), <i>Handbook on Artificial Intelligence and Transport</i>, 17, pages 482–532. Edward Elgar Publishing,  2023.\n  <span class=\"note\"></span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n  <a href=\"https://www.e-elgar.com/shop/usd/handbook-on-artificial-intelligence-and-transport-9781803929538.html\"\n     onclick=\"log_download('wang-abdulhai-sanner-acriticalreviewoftrafficsignalcontrolandanovelunifiedviewofreinforcementlearningandmodelpredictivecontrolapproachesforadaptivetrafficsignalcontrol-2023', 'https://www.e-elgar.com/shop/usd/handbook-on-artificial-intelligence-and-transport-9781803929538.html', event.ctrlKey, event)\">\n    <img src=\"//bibbase.org/img/filetypes/link.svg\"\n\t     alt=\"A Critical Review of Traffic Signal Control and a Novel Unified View of Reinforcement Learning and Model Predictive Control Approaches for Adaptive Traffic Signal Control [link]\"\n       title=\" url\"\n\t     class=\"bibbase_icon\"\n         ><span class=\"bibbase_icon_text\"> url</span></a>\n  &nbsp;\n  \n\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/wang-abdulhai-sanner-acriticalreviewoftrafficsignalcontrolandanovelunifiedviewofreinforcementlearningandmodelpredictivecontrolapproachesforadaptivetrafficsignalcontrol-2023\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n  &nbsp;\n  <span class=\"bibbase_stats_paper\" style=\"color: #777;\">\n    <span>1 download</span>\n  </span>\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('wang-abdulhai-sanner-acriticalreviewoftrafficsignalcontrolandanovelunifiedviewofreinforcementlearningandmodelpredictivecontrolapproachesforadaptivetrafficsignalcontrol-2023')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@incollection{sanner:handbook23b,\n  author       = {Xiaoyu Wang and Baher Abdulhai and Scott Sanner}, \n  title        = {A Critical Review of Traffic Signal Control and a Novel Unified View of Reinforcement Learning and Model Predictive Control Approaches for Adaptive Traffic Signal Control},\n  booktitle    = {Handbook on Artificial Intelligence and Transport},\n  publisher    = {Edward Elgar Publishing},\n  year         = {2023},\n  editor       = {Hussein Dia},\n  chapter      = {17},\n  pages        = {482--532},\n  url_url      = {https://www.e-elgar.com/shop/usd/handbook-on-artificial-intelligence-and-transport-9781803929538.html}\n}\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n\n\n\n    </div>\n  </div>\n\n  <div class=\"bibbase_group_whole\" id=\"group_2022\">\n    <div class=\"bibbase_group\"\n      onclick=\"toggleGroup('group_2022')\"\n      onkeypress=\"toggleGroup('group_2022')\"\n      tabindex=\"0\">\n      <i class=\"fa fa-angle-down bibbase_group_head_icon\"></i>&nbsp;\n      <span>2022</span>\n      <span class=\"bibbase_group_count\">\n        \n        (11)\n        \n      </span>\n    </div>\n    <div class=\"bibbase_group_body\">\n      \n  \n  <div class=\"bibbase_paper\" id=\"tuli-li-vaezipoor-klassen-sanner-mcilraith-learningtofollowinstructionsintextbasedgames-2022\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  <a href=\"https://ssanner.github.io/papers/neurips22_ltltextworld.pdf\"\n     onclick=\"return trackOutboundLink('publications', 'click', 'tuli-li-vaezipoor-klassen-sanner-mcilraith-learningtofollowinstructionsintextbasedgames-2022', 'https://ssanner.github.io/papers/neurips22_ltltextworld.pdf', event);\">\n    Learning to Follow Instructions in Text-Based Games.\n  </a>\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  Tuli, M.; Li, A.; Vaezipoor, P.; Klassen, T.; <a class=\"bibbase author link\" href=\"https://d3m.mie.utoronto.ca/publications/\">Sanner, S.</a>;  and McIlraith, S.\n</span>\n\n  \n\n</span>\n\n  In <i>Proceedings of the 36th Annual Conference on Advances in Neural Information Processing Systems (NeurIPS-22)</i>, New Orleans, USA,  2022. \n  <span class=\"note\"></span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n  <a href=\"https://ssanner.github.io/papers/neurips22_ltltextworld.pdf\"\n     onclick=\"log_download('tuli-li-vaezipoor-klassen-sanner-mcilraith-learningtofollowinstructionsintextbasedgames-2022', 'https://ssanner.github.io/papers/neurips22_ltltextworld.pdf', event.ctrlKey, event)\">\n    <img src=\"//bibbase.org/img/filetypes/pdf.svg\"\n\t     alt=\"Learning to Follow Instructions in Text-Based Games [pdf]\"\n       title=\" paper\"\n\t     class=\"bibbase_icon\"\n         ><span class=\"bibbase_icon_text\"> paper</span></a>\n  &nbsp;\n  \n\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/tuli-li-vaezipoor-klassen-sanner-mcilraith-learningtofollowinstructionsintextbasedgames-2022\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n  &nbsp;\n  <span class=\"bibbase_stats_paper\" style=\"color: #777;\">\n    <span>54 downloads</span>\n  </span>\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('tuli-li-vaezipoor-klassen-sanner-mcilraith-learningtofollowinstructionsintextbasedgames-2022')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@inproceedings{sanner:neurips22,\n\tauthor = {Mathieu Tuli and Andrew Li and Pashootan Vaezipoor and Toryn Klassen and Scott Sanner and Sheila McIlraith},\n\tyear = {2022},\n\ttitle = {Learning to Follow Instructions in Text-Based Games},\n\tbooktitle = {Proceedings of the 36th Annual Conference on Advances in Neural Information Processing Systems ({NeurIPS-22})},\n\taddress = {New Orleans, USA},\n\turl_paper = {https://ssanner.github.io/papers/neurips22_ltltextworld.pdf}\n}\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n  <div class=\"bibbase_paper\" id=\"jeong-jaggi-butler-sanner-anexactsymbolicreductionoflinearsmartpredictoptimizetomixedintegerlinearprogramming-2022\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  <a href=\"https://ssanner.github.io/papers/icml22_emspo.pdf\"\n     onclick=\"return trackOutboundLink('publications', 'click', 'jeong-jaggi-butler-sanner-anexactsymbolicreductionoflinearsmartpredictoptimizetomixedintegerlinearprogramming-2022', 'https://ssanner.github.io/papers/icml22_emspo.pdf', event);\">\n    An Exact Symbolic Reduction of Linear Smart Predict+Optimize to Mixed Integer Linear Programming.\n  </a>\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  Jeong, J.; Jaggi, P.; Butler, A.;  and <a class=\"bibbase author link\" href=\"https://d3m.mie.utoronto.ca/publications/\">Sanner, S.</a>\n</span>\n\n  \n\n</span>\n\n  In <i>Proceedings of the 39th International Conference on Machine Learning (ICML-22)</i>, Baltimore, USA,  2022. \n  <span class=\"note\"></span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n  <a href=\"https://ssanner.github.io/papers/icml22_emspo.pdf\"\n     onclick=\"log_download('jeong-jaggi-butler-sanner-anexactsymbolicreductionoflinearsmartpredictoptimizetomixedintegerlinearprogramming-2022', 'https://ssanner.github.io/papers/icml22_emspo.pdf', event.ctrlKey, event)\">\n    <img src=\"//bibbase.org/img/filetypes/pdf.svg\"\n\t     alt=\"An Exact Symbolic Reduction of Linear Smart Predict+Optimize to Mixed Integer Linear Programming [pdf]\"\n       title=\" paper\"\n\t     class=\"bibbase_icon\"\n         ><span class=\"bibbase_icon_text\"> paper</span></a>\n  &nbsp;\n  \n\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/jeong-jaggi-butler-sanner-anexactsymbolicreductionoflinearsmartpredictoptimizetomixedintegerlinearprogramming-2022\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n  &nbsp;\n  <span class=\"bibbase_stats_paper\" style=\"color: #777;\">\n    <span>31 downloads</span>\n  </span>\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('jeong-jaggi-butler-sanner-anexactsymbolicreductionoflinearsmartpredictoptimizetomixedintegerlinearprogramming-2022')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@inproceedings{sanner:icml22,\n\tauthor = {Jihwan Jeong and Parth Jaggi and Andrew Butler and Scott Sanner},\n\ttitle = {An Exact Symbolic Reduction of Linear Smart Predict+Optimize to Mixed Integer Linear Programming},\n\tbooktitle = {Proceedings of the 39th International Conference on Machine Learning ({ICML-22})},\n\taddress = {Baltimore, USA},\n\tyear = {2022},\n\turl_paper = {https://ssanner.github.io/papers/icml22_emspo.pdf}\n}\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n  <div class=\"bibbase_paper\" id=\"gao-shen-mai-bouadjenek-waller-anderson-bodkin-sanner-mitigatingthefilterbubblewhilemaintainingrelevancetargeteddiversificationwithvaebasedrecommendersystems-2022\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  <a href=\"https://ssanner.github.io/papers/sigir22_tdvaecf.pdf\"\n     onclick=\"return trackOutboundLink('publications', 'click', 'gao-shen-mai-bouadjenek-waller-anderson-bodkin-sanner-mitigatingthefilterbubblewhilemaintainingrelevancetargeteddiversificationwithvaebasedrecommendersystems-2022', 'https://ssanner.github.io/papers/sigir22_tdvaecf.pdf', event);\">\n    Mitigating the Filter Bubble while Maintaining Relevance: Targeted Diversification with VAE-based Recommender Systems.\n  </a>\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  Gao, Z.; Shen, T.; Mai, Z.; Bouadjenek, M. R.; Waller, I.; Anderson, A.; Bodkin, R.;  and <a class=\"bibbase author link\" href=\"https://d3m.mie.utoronto.ca/publications/\">Sanner, S.</a>\n</span>\n\n  \n\n</span>\n\n  In <i>Proceedings of the 45th International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR-22)</i>, Madrid, Spain,  2022. \n  <span class=\"note\"></span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n  <a href=\"https://ssanner.github.io/papers/sigir22_tdvaecf.pdf\"\n     onclick=\"log_download('gao-shen-mai-bouadjenek-waller-anderson-bodkin-sanner-mitigatingthefilterbubblewhilemaintainingrelevancetargeteddiversificationwithvaebasedrecommendersystems-2022', 'https://ssanner.github.io/papers/sigir22_tdvaecf.pdf', event.ctrlKey, event)\">\n    <img src=\"//bibbase.org/img/filetypes/pdf.svg\"\n\t     alt=\"Mitigating the Filter Bubble while Maintaining Relevance: Targeted Diversification with VAE-based Recommender Systems [pdf]\"\n       title=\" paper\"\n\t     class=\"bibbase_icon\"\n         ><span class=\"bibbase_icon_text\"> paper</span></a>\n  &nbsp;\n  \n\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/gao-shen-mai-bouadjenek-waller-anderson-bodkin-sanner-mitigatingthefilterbubblewhilemaintainingrelevancetargeteddiversificationwithvaebasedrecommendersystems-2022\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n  &nbsp;\n  <span class=\"bibbase_stats_paper\" style=\"color: #777;\">\n    <span>39 downloads</span>\n  </span>\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('gao-shen-mai-bouadjenek-waller-anderson-bodkin-sanner-mitigatingthefilterbubblewhilemaintainingrelevancetargeteddiversificationwithvaebasedrecommendersystems-2022')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@inproceedings{sanner:sigir22,\n\tauthor = {Zhaolin Gao and Tianshu Shen and Zheda Mai and Mohamed Reda Bouadjenek and Isaac Waller and Ashton Anderson and Ron Bodkin and Scott Sanner},\n\ttitle = {Mitigating the Filter Bubble while Maintaining Relevance: Targeted Diversification with VAE-based Recommender Systems},\n\tbooktitle = {Proceedings of the 45th International {ACM} {SIGIR} Conference on Research and Development in Information Retrieval ({SIGIR-22})},\n\taddress   = {Madrid, Spain},\n\tyear = {2022},\n\turl_paper = {https://ssanner.github.io/papers/sigir22_tdvaecf.pdf}\n}\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n  <div class=\"bibbase_paper\" id=\"shen-mai-wu-sanner-distributionalcontrastiveembeddingforclarificationbasedconversationalcritiquing-2022\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  <a href=\"https://ssanner.github.io/papers/www22_dcevae.pdf\"\n     onclick=\"return trackOutboundLink('publications', 'click', 'shen-mai-wu-sanner-distributionalcontrastiveembeddingforclarificationbasedconversationalcritiquing-2022', 'https://ssanner.github.io/papers/www22_dcevae.pdf', event);\">\n    Distributional Contrastive Embedding for Clarification-based Conversational Critiquing.\n  </a>\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  Shen, T.; Mai, Z.; Wu, G.;  and <a class=\"bibbase author link\" href=\"https://d3m.mie.utoronto.ca/publications/\">Sanner, S.</a>\n</span>\n\n  \n\n</span>\n\n  In <i>Proceedings of the 31st International Conference on the World Wide Web (WWW-22)</i>, Online,  2022. \n  <span class=\"note\"></span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n  <a href=\"https://ssanner.github.io/papers/www22_dcevae.pdf\"\n     onclick=\"log_download('shen-mai-wu-sanner-distributionalcontrastiveembeddingforclarificationbasedconversationalcritiquing-2022', 'https://ssanner.github.io/papers/www22_dcevae.pdf', event.ctrlKey, event)\">\n    <img src=\"//bibbase.org/img/filetypes/pdf.svg\"\n\t     alt=\"Distributional Contrastive Embedding for Clarification-based Conversational Critiquing [pdf]\"\n       title=\" paper\"\n\t     class=\"bibbase_icon\"\n         ><span class=\"bibbase_icon_text\"> paper</span></a>\n  &nbsp;\n  \n\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/shen-mai-wu-sanner-distributionalcontrastiveembeddingforclarificationbasedconversationalcritiquing-2022\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n  &nbsp;\n  <span class=\"bibbase_stats_paper\" style=\"color: #777;\">\n    <span>23 downloads</span>\n  </span>\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('shen-mai-wu-sanner-distributionalcontrastiveembeddingforclarificationbasedconversationalcritiquing-2022')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@inproceedings{sanner:www22,\n\tauthor = {Tianshu Shen and Zheda Mai and Ga Wu and Scott Sanner},\n\ttitle = {Distributional Contrastive Embedding for Clarification-based Conversational Critiquing},\n\tyear = {2022},\n\tbooktitle = {Proceedings of the 31st International Conference on the World Wide Web ({WWW}-22)},\n\taddress = {Online},\n\turl_paper = {https://ssanner.github.io/papers/www22_dcevae.pdf}\n}\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n  <div class=\"bibbase_paper\" id=\"patton-jeong-gimelfarb-sanner-adistributionalframeworkforrisksensitiveendtoendplanningincontinuousmdps-2022\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  <a href=\"https://ssanner.github.io/papers/aaai22_raptor.pdf\"\n     onclick=\"return trackOutboundLink('publications', 'click', 'patton-jeong-gimelfarb-sanner-adistributionalframeworkforrisksensitiveendtoendplanningincontinuousmdps-2022', 'https://ssanner.github.io/papers/aaai22_raptor.pdf', event);\">\n    A Distributional Framework for Risk-Sensitive End-to-End Planning in Continuous MDPs.\n  </a>\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  Patton, N.; Jeong, J.; Gimelfarb, M.;  and <a class=\"bibbase author link\" href=\"https://d3m.mie.utoronto.ca/publications/\">Sanner, S.</a>\n</span>\n\n  \n\n</span>\n\n  In <i>Proceedings of the 36th AAAI Conference on Artificial Intelligence (AAAI-22)</i>, Online,  2022. \n  <span class=\"note\"></span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n  <a href=\"https://ssanner.github.io/papers/aaai22_raptor.pdf\"\n     onclick=\"log_download('patton-jeong-gimelfarb-sanner-adistributionalframeworkforrisksensitiveendtoendplanningincontinuousmdps-2022', 'https://ssanner.github.io/papers/aaai22_raptor.pdf', event.ctrlKey, event)\">\n    <img src=\"//bibbase.org/img/filetypes/pdf.svg\"\n\t     alt=\"A Distributional Framework for Risk-Sensitive End-to-End Planning in Continuous MDPs [pdf]\"\n       title=\" paper\"\n\t     class=\"bibbase_icon\"\n         ><span class=\"bibbase_icon_text\"> paper</span></a>\n  &nbsp;\n  \n\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/patton-jeong-gimelfarb-sanner-adistributionalframeworkforrisksensitiveendtoendplanningincontinuousmdps-2022\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n  &nbsp;\n  <span class=\"bibbase_stats_paper\" style=\"color: #777;\">\n    <span>23 downloads</span>\n  </span>\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('patton-jeong-gimelfarb-sanner-adistributionalframeworkforrisksensitiveendtoendplanningincontinuousmdps-2022')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@inproceedings{sanner:aaai22a,\n\tauthor = {Noah Patton and Jihwan Jeong and Michael Gimelfarb and Scott Sanner},\n\ttitle = {A Distributional Framework for Risk-Sensitive End-to-End Planning in Continuous MDPs},\n\tyear = {2022},\n\tbooktitle = {Proceedings of the 36th {AAAI} Conference on Artificial Intelligence ({AAAI-22})},\n\taddress = {Online},\n\turl_paper = {https://ssanner.github.io/papers/aaai22_raptor.pdf}\n}\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n  <div class=\"bibbase_paper\" id=\"low-kumar-sanner-sampleefficientiterativelowerboundoptimizationofdeepreactivepoliciesforplanningincontinuousmdps-2022\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  <a href=\"https://ssanner.github.io/papers/aaai22_ilbo.pdf\"\n     onclick=\"return trackOutboundLink('publications', 'click', 'low-kumar-sanner-sampleefficientiterativelowerboundoptimizationofdeepreactivepoliciesforplanningincontinuousmdps-2022', 'https://ssanner.github.io/papers/aaai22_ilbo.pdf', event);\">\n    Sample-Efficient Iterative Lower Bound Optimization of Deep Reactive Policies for Planning in Continuous MDPs.\n  </a>\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  Low, S.; Kumar, A.;  and <a class=\"bibbase author link\" href=\"https://d3m.mie.utoronto.ca/publications/\">Sanner, S.</a>\n</span>\n\n  \n\n</span>\n\n  In <i>Proceedings of the 36th AAAI Conference on Artificial Intelligence (AAAI-22)</i>, Online,  2022. \n  <span class=\"note\"></span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n  <a href=\"https://ssanner.github.io/papers/aaai22_ilbo.pdf\"\n     onclick=\"log_download('low-kumar-sanner-sampleefficientiterativelowerboundoptimizationofdeepreactivepoliciesforplanningincontinuousmdps-2022', 'https://ssanner.github.io/papers/aaai22_ilbo.pdf', event.ctrlKey, event)\">\n    <img src=\"//bibbase.org/img/filetypes/pdf.svg\"\n\t     alt=\"Sample-Efficient Iterative Lower Bound Optimization of Deep Reactive Policies for Planning in Continuous MDPs [pdf]\"\n       title=\" paper\"\n\t     class=\"bibbase_icon\"\n         ><span class=\"bibbase_icon_text\"> paper</span></a>\n  &nbsp;\n  \n\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/low-kumar-sanner-sampleefficientiterativelowerboundoptimizationofdeepreactivepoliciesforplanningincontinuousmdps-2022\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n  &nbsp;\n  <span class=\"bibbase_stats_paper\" style=\"color: #777;\">\n    <span>6 downloads</span>\n  </span>\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('low-kumar-sanner-sampleefficientiterativelowerboundoptimizationofdeepreactivepoliciesforplanningincontinuousmdps-2022')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@inproceedings{sanner:aaai22b,\n\tauthor = {{Siow Meng} Low and Akshat Kumar and Scott Sanner},\n\ttitle = {Sample-Efficient Iterative Lower Bound Optimization of Deep Reactive Policies for Planning in Continuous MDPs},\n\tyear = {2022},\n\tbooktitle = {Proceedings of the 36th {AAAI} Conference on Artificial Intelligence ({AAAI-22})},\n\taddress = {Online},\n\turl_paper = {https://ssanner.github.io/papers/aaai22_ilbo.pdf}\n}\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n  <div class=\"bibbase_paper\" id=\"gimelfarb-sanner-lee-distributionalrewardshapingpointestimatesareallyouneed-2022\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  <a href=\"https://ssanner.github.io/papers/rldm22_distrs.pdf\"\n     onclick=\"return trackOutboundLink('publications', 'click', 'gimelfarb-sanner-lee-distributionalrewardshapingpointestimatesareallyouneed-2022', 'https://ssanner.github.io/papers/rldm22_distrs.pdf', event);\">\n    Distributional Reward Shaping: Point Estimates Are All You Need.\n  </a>\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  Gimelfarb, M.; <a class=\"bibbase author link\" href=\"https://d3m.mie.utoronto.ca/publications/\">Sanner, S.</a>;  and Lee, C.\n</span>\n\n  \n\n</span>\n\n  In <i>Proceedings of the fifth Multi-disciplinary Conference on Reinforcement Learning and Decision Making (RLDM-22)</i>, Providence, USA,  2022. \n  <span class=\"note\"></span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n  <a href=\"https://ssanner.github.io/papers/rldm22_distrs.pdf\"\n     onclick=\"log_download('gimelfarb-sanner-lee-distributionalrewardshapingpointestimatesareallyouneed-2022', 'https://ssanner.github.io/papers/rldm22_distrs.pdf', event.ctrlKey, event)\">\n    <img src=\"//bibbase.org/img/filetypes/pdf.svg\"\n\t     alt=\"Distributional Reward Shaping: Point Estimates Are All You Need [pdf]\"\n       title=\" paper\"\n\t     class=\"bibbase_icon\"\n         ><span class=\"bibbase_icon_text\"> paper</span></a>\n  &nbsp;\n  \n\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/gimelfarb-sanner-lee-distributionalrewardshapingpointestimatesareallyouneed-2022\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n  &nbsp;\n  <span class=\"bibbase_stats_paper\" style=\"color: #777;\">\n    <span>3 downloads</span>\n  </span>\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('gimelfarb-sanner-lee-distributionalrewardshapingpointestimatesareallyouneed-2022')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@inproceedings{sanner:rldm22,\n\tauthor = {Michael Gimelfarb and Scott Sanner and Chi-Guhn Lee},\n\ttitle = {Distributional Reward Shaping: Point Estimates Are All You Need},\n\tbooktitle = {Proceedings of the fifth Multi-disciplinary Conference on Reinforcement Learning and Decision Making ({RLDM-22})},\n\taddress = {Providence, USA},\n\tyear = {2022},\n\turl_paper = {https://ssanner.github.io/papers/rldm22_distrs.pdf}\n}\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n  <div class=\"bibbase_paper\" id=\"moher-gruninger-sanner-whatsinadatatypemeaningfultypesafetyfordatascience-2022\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  <a href=\"https://ssanner.github.io/papers/rcis22_datatype.pdf\"\n     onclick=\"return trackOutboundLink('publications', 'click', 'moher-gruninger-sanner-whatsinadatatypemeaningfultypesafetyfordatascience-2022', 'https://ssanner.github.io/papers/rcis22_datatype.pdf', event);\">\n    What's in a (Data) Type? Meaningful Type Safety for Data Science.\n  </a>\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  Moher, R.; Gruninger, M.;  and <a class=\"bibbase author link\" href=\"https://d3m.mie.utoronto.ca/publications/\">Sanner, S.</a>\n</span>\n\n  \n\n</span>\n\n  In <i>Proceedings of the 16th International Conference on Research Challenges in Information Science (RCIS-22)</i>, Barcelona, Spain,  2022. \n  <span class=\"note\"></span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n  <a href=\"https://ssanner.github.io/papers/rcis22_datatype.pdf\"\n     onclick=\"log_download('moher-gruninger-sanner-whatsinadatatypemeaningfultypesafetyfordatascience-2022', 'https://ssanner.github.io/papers/rcis22_datatype.pdf', event.ctrlKey, event)\">\n    <img src=\"//bibbase.org/img/filetypes/pdf.svg\"\n\t     alt=\"What&#x27;s in a (Data) Type? Meaningful Type Safety for Data Science [pdf]\"\n       title=\" paper\"\n\t     class=\"bibbase_icon\"\n         ><span class=\"bibbase_icon_text\"> paper</span></a>\n  &nbsp;\n  \n\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/moher-gruninger-sanner-whatsinadatatypemeaningfultypesafetyfordatascience-2022\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n  &nbsp;\n  <span class=\"bibbase_stats_paper\" style=\"color: #777;\">\n    <span>16 downloads</span>\n  </span>\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('moher-gruninger-sanner-whatsinadatatypemeaningfultypesafetyfordatascience-2022')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@inproceedings{sanner:rcis22,\n\tauthor = {Riley Moher and Michael Gruninger and Scott Sanner},\n\ttitle = {What&#x27;s in a (Data) Type? Meaningful Type Safety for Data Science},\n\tbooktitle = {Proceedings of the 16th International Conference on Research Challenges in Information Science ({RCIS-22})},\n\taddress = {Barcelona, Spain},\n\tyear = {2022},\n\turl_paper = {https://ssanner.github.io/papers/rcis22_datatype.pdf}\n}\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n  <div class=\"bibbase_paper\" id=\"wu-domke-sanner-arbitraryconditionalinferenceinvariationalautoencodersviafastpriornetworktraining-2022\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  <a href=\"https://ssanner.github.io/papers/mlj22_condinfvae.pdf\"\n     onclick=\"return trackOutboundLink('publications', 'click', 'wu-domke-sanner-arbitraryconditionalinferenceinvariationalautoencodersviafastpriornetworktraining-2022', 'https://ssanner.github.io/papers/mlj22_condinfvae.pdf', event);\">\n    Arbitrary conditional inference in variational autoencoders via fast prior network training.\n  </a>\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  Wu, G.; Domke, J.;  and <a class=\"bibbase author link\" href=\"https://d3m.mie.utoronto.ca/publications/\">Sanner, S.</a>\n</span>\n\n  \n\n</span>\n\n  <i>Machine Learning</i>.  2022.\n  <span class=\"note\">In press.</span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n  <a href=\"https://link.springer.com/article/10.1007/s10994-022-06171-2\"\n     onclick=\"log_download('wu-domke-sanner-arbitraryconditionalinferenceinvariationalautoencodersviafastpriornetworktraining-2022', 'https://link.springer.com/article/10.1007/s10994-022-06171-2', event.ctrlKey, event)\">\n    <img src=\"//bibbase.org/img/filetypes/link.svg\"\n\t     alt=\"Arbitrary conditional inference in variational autoencoders via fast prior network training [link]\"\n       title=\" url\"\n\t     class=\"bibbase_icon\"\n         ><span class=\"bibbase_icon_text\"> url</span></a>\n  &nbsp;\n  \n  <a href=\"https://ssanner.github.io/papers/mlj22_condinfvae.pdf\"\n     onclick=\"log_download('wu-domke-sanner-arbitraryconditionalinferenceinvariationalautoencodersviafastpriornetworktraining-2022', 'https://ssanner.github.io/papers/mlj22_condinfvae.pdf', event.ctrlKey, event)\">\n    <img src=\"//bibbase.org/img/filetypes/pdf.svg\"\n\t     alt=\"Arbitrary conditional inference in variational autoencoders via fast prior network training [pdf]\"\n       title=\" preprint\"\n\t     class=\"bibbase_icon\"\n         ><span class=\"bibbase_icon_text\"> preprint</span></a>\n  &nbsp;\n  \n\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/wu-domke-sanner-arbitraryconditionalinferenceinvariationalautoencodersviafastpriornetworktraining-2022\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n  &nbsp;\n  <span class=\"bibbase_stats_paper\" style=\"color: #777;\">\n    <span>13 downloads</span>\n  </span>\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('wu-domke-sanner-arbitraryconditionalinferenceinvariationalautoencodersviafastpriornetworktraining-2022')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@article{sanner:mlj22,\n\ttitle = {Arbitrary conditional inference in variational autoencoders via fast prior network training},\n\tauthor = {Ga Wu and Justin Domke and Scott Sanner},\n\tjournal = {Machine Learning},\n\tyear = {2022},\n\tnote = {In press.},\n\turl_url = {https://link.springer.com/article/10.1007/s10994-022-06171-2},\n\turl_preprint = {https://ssanner.github.io/papers/mlj22_condinfvae.pdf}\n}\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n  <div class=\"bibbase_paper\" id=\"mai-li-jeong-quispe-kim-sanner-onlinecontinuallearninginimageclassificationanempiricalsurvey-2022\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  <a href=\"https://arxiv.org/pdf/2101.10423.pdf\"\n     onclick=\"return trackOutboundLink('publications', 'click', 'mai-li-jeong-quispe-kim-sanner-onlinecontinuallearninginimageclassificationanempiricalsurvey-2022', 'https://arxiv.org/pdf/2101.10423.pdf', event);\">\n    Online Continual Learning in Image Classification: An Empirical Survey.\n  </a>\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  Mai, Z.; Li, R.; Jeong, J.; Quispe, D.; Kim, H.;  and <a class=\"bibbase author link\" href=\"https://d3m.mie.utoronto.ca/publications/\">Sanner, S.</a>\n</span>\n\n  \n\n</span>\n\n  <i>Neurocomputing</i>, 469: 28–51.  2022.\n  <span class=\"note\"></span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n  <a href=\"https://www.sciencedirect.com/science/article/abs/pii/S0925231221014995\"\n     onclick=\"log_download('mai-li-jeong-quispe-kim-sanner-onlinecontinuallearninginimageclassificationanempiricalsurvey-2022', 'https://www.sciencedirect.com/science/article/abs/pii/S0925231221014995', event.ctrlKey, event)\">\n    <img src=\"//bibbase.org/img/filetypes/link.svg\"\n\t     alt=\"Online Continual Learning in Image Classification: An Empirical Survey [link]\"\n       title=\" url\"\n\t     class=\"bibbase_icon\"\n         ><span class=\"bibbase_icon_text\"> url</span></a>\n  &nbsp;\n  \n  <a href=\"https://arxiv.org/pdf/2101.10423.pdf\"\n     onclick=\"log_download('mai-li-jeong-quispe-kim-sanner-onlinecontinuallearninginimageclassificationanempiricalsurvey-2022', 'https://arxiv.org/pdf/2101.10423.pdf', event.ctrlKey, event)\">\n    <img src=\"//bibbase.org/img/filetypes/pdf.svg\"\n\t     alt=\"Online Continual Learning in Image Classification: An Empirical Survey [pdf]\"\n       title=\" preprint\"\n\t     class=\"bibbase_icon\"\n         ><span class=\"bibbase_icon_text\"> preprint</span></a>\n  &nbsp;\n  \n\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/mai-li-jeong-quispe-kim-sanner-onlinecontinuallearninginimageclassificationanempiricalsurvey-2022\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n  &nbsp;\n  <span class=\"bibbase_stats_paper\" style=\"color: #777;\">\n    <span>14 downloads</span>\n  </span>\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('mai-li-jeong-quispe-kim-sanner-onlinecontinuallearninginimageclassificationanempiricalsurvey-2022')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@article{sanner:neurocomp22,\n\tauthor = {Zheda Mai and Ruiwen Li and Jihwan Jeong and David Quispe and Hyunwoo Kim and Scott Sanner},\n\ttitle = {Online Continual Learning in Image Classification: An Empirical Survey},\n\tjournal   = {Neurocomputing},\n\tvolume    = {469},\n\tpages     = {28--51},\n\tyear      = {2022},\n\turl_url  = {https://www.sciencedirect.com/science/article/abs/pii/S0925231221014995},\n\turl_preprint = {https://arxiv.org/pdf/2101.10423.pdf}\n}\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n  <div class=\"bibbase_paper\" id=\"bouadjenek-sanner-iman-xie-shi-alongitudinalstudyoftopicclassificationontwitter-2022\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  <a href=\"https://ssanner.github.io/papers/peerj22_longtwitter.pdf\"\n     onclick=\"return trackOutboundLink('publications', 'click', 'bouadjenek-sanner-iman-xie-shi-alongitudinalstudyoftopicclassificationontwitter-2022', 'https://ssanner.github.io/papers/peerj22_longtwitter.pdf', event);\">\n    A Longitudinal Study of Topic Classification on Twitter.\n  </a>\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  Bouadjenek, M. R.; <a class=\"bibbase author link\" href=\"https://d3m.mie.utoronto.ca/publications/\">Sanner, S.</a>; Iman, Z.; Xie, L.;  and Shi, X.\n</span>\n\n  \n\n</span>\n\n  <i>PeerJ Computer Science</i>.  2022.\n  <span class=\"note\">Accepted.</span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n  <a href=\"https://peerj.com/articles/cs-991\"\n     onclick=\"log_download('bouadjenek-sanner-iman-xie-shi-alongitudinalstudyoftopicclassificationontwitter-2022', 'https://peerj.com/articles/cs-991', event.ctrlKey, event)\">\n    <img src=\"//bibbase.org/img/filetypes/link.svg\"\n\t     alt=\"A Longitudinal Study of Topic Classification on Twitter [link]\"\n       title=\" url\"\n\t     class=\"bibbase_icon\"\n         ><span class=\"bibbase_icon_text\"> url</span></a>\n  &nbsp;\n  \n  <a href=\"https://ssanner.github.io/papers/peerj22_longtwitter.pdf\"\n     onclick=\"log_download('bouadjenek-sanner-iman-xie-shi-alongitudinalstudyoftopicclassificationontwitter-2022', 'https://ssanner.github.io/papers/peerj22_longtwitter.pdf', event.ctrlKey, event)\">\n    <img src=\"//bibbase.org/img/filetypes/pdf.svg\"\n\t     alt=\"A Longitudinal Study of Topic Classification on Twitter [pdf]\"\n       title=\" preprint\"\n\t     class=\"bibbase_icon\"\n         ><span class=\"bibbase_icon_text\"> preprint</span></a>\n  &nbsp;\n  \n\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/bouadjenek-sanner-iman-xie-shi-alongitudinalstudyoftopicclassificationontwitter-2022\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n  &nbsp;\n  <span class=\"bibbase_stats_paper\" style=\"color: #777;\">\n    <span>14 downloads</span>\n  </span>\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('bouadjenek-sanner-iman-xie-shi-alongitudinalstudyoftopicclassificationontwitter-2022')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@article{sanner:peerj22,\n\ttitle = {A Longitudinal Study of Topic Classification on Twitter},\n\tauthor = {Mohamed Reda Bouadjenek and Scott Sanner and Zahra Iman and Lexing Xie and Xiaoliang Shi},\n\tjournal = {PeerJ Computer Science},\n\tyear = {2022},\n\tnote = {Accepted.},\n\turl_url = {https://peerj.com/articles/cs-991},\n\turl_preprint = {https://ssanner.github.io/papers/peerj22_longtwitter.pdf}\n}\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n\n\n\n    </div>\n  </div>\n\n  <div class=\"bibbase_group_whole\" id=\"group_2021\">\n    <div class=\"bibbase_group\"\n      onclick=\"toggleGroup('group_2021')\"\n      onkeypress=\"toggleGroup('group_2021')\"\n      tabindex=\"0\">\n      <i class=\"fa fa-angle-down bibbase_group_head_icon\"></i>&nbsp;\n      <span>2021</span>\n      <span class=\"bibbase_group_count\">\n        \n        (16)\n        \n      </span>\n    </div>\n    <div class=\"bibbase_group_body\">\n      \n  \n  <div class=\"bibbase_paper\" id=\"gimelfarb-barreto-sanner-lee-riskawaretransferinreinforcementlearningusingsuccessorfeatures-2021\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  <a href=\"https://ssanner.github.io/papers/neurips21_rasf.pdf\"\n     onclick=\"return trackOutboundLink('publications', 'click', 'gimelfarb-barreto-sanner-lee-riskawaretransferinreinforcementlearningusingsuccessorfeatures-2021', 'https://ssanner.github.io/papers/neurips21_rasf.pdf', event);\">\n    Risk-Aware Transfer in Reinforcement Learning using Successor Features.\n  </a>\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  Gimelfarb, M.; Barreto, A.; <a class=\"bibbase author link\" href=\"https://d3m.mie.utoronto.ca/publications/\">Sanner, S.</a>;  and Lee, C.\n</span>\n\n  \n\n</span>\n\n  In <i>Proceedings of the 35th Annual Conference on Advances in Neural Information Processing Systems (NeurIPS-21)</i>, Online,  2021. \n  <span class=\"note\"></span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n  <a href=\"https://ssanner.github.io/papers/neurips21_rasf.pdf\"\n     onclick=\"log_download('gimelfarb-barreto-sanner-lee-riskawaretransferinreinforcementlearningusingsuccessorfeatures-2021', 'https://ssanner.github.io/papers/neurips21_rasf.pdf', event.ctrlKey, event)\">\n    <img src=\"//bibbase.org/img/filetypes/pdf.svg\"\n\t     alt=\"Risk-Aware Transfer in Reinforcement Learning using Successor Features [pdf]\"\n       title=\" paper\"\n\t     class=\"bibbase_icon\"\n         ><span class=\"bibbase_icon_text\"> paper</span></a>\n  &nbsp;\n  \n\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/gimelfarb-barreto-sanner-lee-riskawaretransferinreinforcementlearningusingsuccessorfeatures-2021\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n  &nbsp;\n  <span class=\"bibbase_stats_paper\" style=\"color: #777;\">\n    <span>4 downloads</span>\n  </span>\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('gimelfarb-barreto-sanner-lee-riskawaretransferinreinforcementlearningusingsuccessorfeatures-2021')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@inproceedings{sanner:neurips21a,\n\tauthor = {Michael Gimelfarb and Andre Barreto and Scott Sanner and Chi-Guhn Lee},\n\tyear = {2021},\n\ttitle = {Risk-Aware Transfer in Reinforcement Learning using Successor Features},\n\tbooktitle = {Proceedings of the 35th Annual Conference on Advances in Neural Information Processing Systems ({NeurIPS-21})},\n\taddress = {Online},\n\turl_paper = {https://ssanner.github.io/papers/neurips21_rasf.pdf}\n}\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n  <div class=\"bibbase_paper\" id=\"sui-wu-sanner-representerpointselectionvialocaljacobianexpansionforposthocclassifierexplanationofdeepneuralnetworksandensemblemodels-2021\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  <a href=\"https://ssanner.github.io/papers/neurips21_rpslje.pdf\"\n     onclick=\"return trackOutboundLink('publications', 'click', 'sui-wu-sanner-representerpointselectionvialocaljacobianexpansionforposthocclassifierexplanationofdeepneuralnetworksandensemblemodels-2021', 'https://ssanner.github.io/papers/neurips21_rpslje.pdf', event);\">\n    Representer Point Selection via Local Jacobian Expansion for Post-hoc Classifier Explanation of Deep Neural Networks and Ensemble Models.\n  </a>\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  Sui, Y.; Wu, G.;  and <a class=\"bibbase author link\" href=\"https://d3m.mie.utoronto.ca/publications/\">Sanner, S.</a>\n</span>\n\n  \n\n</span>\n\n  In <i>Proceedings of the 35th Annual Conference on Advances in Neural Information Processing Systems (NeurIPS-21)</i>, Online,  2021. \n  <span class=\"note\"></span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n  <a href=\"https://ssanner.github.io/papers/neurips21_rpslje.pdf\"\n     onclick=\"log_download('sui-wu-sanner-representerpointselectionvialocaljacobianexpansionforposthocclassifierexplanationofdeepneuralnetworksandensemblemodels-2021', 'https://ssanner.github.io/papers/neurips21_rpslje.pdf', event.ctrlKey, event)\">\n    <img src=\"//bibbase.org/img/filetypes/pdf.svg\"\n\t     alt=\"Representer Point Selection via Local Jacobian Expansion for Post-hoc Classifier Explanation of Deep Neural Networks and Ensemble Models [pdf]\"\n       title=\" paper\"\n\t     class=\"bibbase_icon\"\n         ><span class=\"bibbase_icon_text\"> paper</span></a>\n  &nbsp;\n  \n\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/sui-wu-sanner-representerpointselectionvialocaljacobianexpansionforposthocclassifierexplanationofdeepneuralnetworksandensemblemodels-2021\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n  &nbsp;\n  <span class=\"bibbase_stats_paper\" style=\"color: #777;\">\n    <span>23 downloads</span>\n  </span>\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('sui-wu-sanner-representerpointselectionvialocaljacobianexpansionforposthocclassifierexplanationofdeepneuralnetworksandensemblemodels-2021')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@inproceedings{sanner:neurips21b,\n\tauthor = {Yi Sui and Ga Wu and Scott Sanner},\n\tyear = {2021},\n\ttitle = {Representer Point Selection via Local Jacobian Expansion for Post-hoc Classifier Explanation of Deep Neural Networks and Ensemble Models},\n\tbooktitle = {Proceedings of the 35th Annual Conference on Advances in Neural Information Processing Systems ({NeurIPS-21})},\n\turl_paper = {https://ssanner.github.io/papers/neurips21_rpslje.pdf},\n\taddress = {Online}\n}  \n\n</pre>\n</div>\n\n\n\n</div>\n\n\n  <div class=\"bibbase_paper\" id=\"gimelfarb-sanner-lee-contextualpolicytransferinreinforcementlearningdomainsviadeepmixturesofexperts-2021\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  <a href=\"https://ssanner.github.io/papers/uai21_contpolreuse.pdf\"\n     onclick=\"return trackOutboundLink('publications', 'click', 'gimelfarb-sanner-lee-contextualpolicytransferinreinforcementlearningdomainsviadeepmixturesofexperts-2021', 'https://ssanner.github.io/papers/uai21_contpolreuse.pdf', event);\">\n    Contextual Policy Transfer in Reinforcement Learning Domains via Deep Mixtures-of-Experts.\n  </a>\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  Gimelfarb, M.; <a class=\"bibbase author link\" href=\"https://d3m.mie.utoronto.ca/publications/\">Sanner, S.</a>;  and Lee, C.\n</span>\n\n  \n\n</span>\n\n  In <i>Proceedings of the 37th Conference on Uncertainty in Artificial Intelligence (UAI-21)</i>, Online,  2021. \n  <span class=\"note\"></span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n  <a href=\"https://ssanner.github.io/papers/uai21_contpolreuse.pdf\"\n     onclick=\"log_download('gimelfarb-sanner-lee-contextualpolicytransferinreinforcementlearningdomainsviadeepmixturesofexperts-2021', 'https://ssanner.github.io/papers/uai21_contpolreuse.pdf', event.ctrlKey, event)\">\n    <img src=\"//bibbase.org/img/filetypes/pdf.svg\"\n\t     alt=\"Contextual Policy Transfer in Reinforcement Learning Domains via Deep Mixtures-of-Experts [pdf]\"\n       title=\" paper\"\n\t     class=\"bibbase_icon\"\n         ><span class=\"bibbase_icon_text\"> paper</span></a>\n  &nbsp;\n  \n\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/gimelfarb-sanner-lee-contextualpolicytransferinreinforcementlearningdomainsviadeepmixturesofexperts-2021\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n  &nbsp;\n  <span class=\"bibbase_stats_paper\" style=\"color: #777;\">\n    <span>19 downloads</span>\n  </span>\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('gimelfarb-sanner-lee-contextualpolicytransferinreinforcementlearningdomainsviadeepmixturesofexperts-2021')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@inproceedings{sanner:uai21,\n\tauthor = {Michael Gimelfarb and Scott Sanner and Chi-Guhn Lee},\n\ttitle = {Contextual Policy Transfer in Reinforcement Learning Domains via Deep Mixtures-of-Experts},\n\tyear = {2021},\n\tbooktitle = {Proceedings of the 37th Conference on Uncertainty in Artificial Intelligence ({UAI-21})},\n\turl_paper = {https://ssanner.github.io/papers/uai21_contpolreuse.pdf},\n\taddress = {Online}\n}\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n  <div class=\"bibbase_paper\" id=\"gimelfarb-sanner-lee-bayesianexperiencereuseforlearningfrommultipledemonstrators-2021\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  <a href=\"https://ssanner.github.io/papers/ijcai21_bers.pdf\"\n     onclick=\"return trackOutboundLink('publications', 'click', 'gimelfarb-sanner-lee-bayesianexperiencereuseforlearningfrommultipledemonstrators-2021', 'https://ssanner.github.io/papers/ijcai21_bers.pdf', event);\">\n    Bayesian Experience Reuse for Learning from Multiple Demonstrators.\n  </a>\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  Gimelfarb, M.; <a class=\"bibbase author link\" href=\"https://d3m.mie.utoronto.ca/publications/\">Sanner, S.</a>;  and Lee, C.\n</span>\n\n  \n\n</span>\n\n  In <i>Proceedings of the 30th International Joint Conference on Artificial Intelligence (IJCAI-21)</i>, Online,  2021. \n  <span class=\"note\"></span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n  <a href=\"https://ssanner.github.io/papers/ijcai21_bers.pdf\"\n     onclick=\"log_download('gimelfarb-sanner-lee-bayesianexperiencereuseforlearningfrommultipledemonstrators-2021', 'https://ssanner.github.io/papers/ijcai21_bers.pdf', event.ctrlKey, event)\">\n    <img src=\"//bibbase.org/img/filetypes/pdf.svg\"\n\t     alt=\"Bayesian Experience Reuse for Learning from Multiple Demonstrators [pdf]\"\n       title=\" paper\"\n\t     class=\"bibbase_icon\"\n         ><span class=\"bibbase_icon_text\"> paper</span></a>\n  &nbsp;\n  \n\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/gimelfarb-sanner-lee-bayesianexperiencereuseforlearningfrommultipledemonstrators-2021\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n  &nbsp;\n  <span class=\"bibbase_stats_paper\" style=\"color: #777;\">\n    <span>32 downloads</span>\n  </span>\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('gimelfarb-sanner-lee-bayesianexperiencereuseforlearningfrommultipledemonstrators-2021')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@inproceedings{sanner:ijcai21a,\n  author = {Michael Gimelfarb and Scott Sanner and Chi-Guhn Lee},\n  year = {2021},\n  title = {Bayesian Experience Reuse for Learning from Multiple Demonstrators},\n  booktitle = {Proceedings of the 30th International Joint Conference on Artificial Intelligence ({IJCAI-21})},\n  address = {Online},\n  url_paper = {https://ssanner.github.io/papers/ijcai21_bers.pdf}\n}\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n  <div class=\"bibbase_paper\" id=\"jeong-jaggi-sanner-symbolicdynamicprogrammingforcontinuousstatemdpswithlinearprogramtransitions-2021\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  <a href=\"https://ssanner.github.io/papers/ijcai21_sdplptrans.pdf\"\n     onclick=\"return trackOutboundLink('publications', 'click', 'jeong-jaggi-sanner-symbolicdynamicprogrammingforcontinuousstatemdpswithlinearprogramtransitions-2021', 'https://ssanner.github.io/papers/ijcai21_sdplptrans.pdf', event);\">\n    Symbolic Dynamic Programming for Continuous State MDPs with Linear Program Transitions.\n  </a>\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  Jeong, J.; Jaggi, P.;  and <a class=\"bibbase author link\" href=\"https://d3m.mie.utoronto.ca/publications/\">Sanner, S.</a>\n</span>\n\n  \n\n</span>\n\n  In <i>Proceedings of the 30th International Joint Conference on Artificial Intelligence (IJCAI-21)</i>, Online,  2021. \n  <span class=\"note\"></span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n  <a href=\"https://ssanner.github.io/papers/ijcai21_sdplptrans.pdf\"\n     onclick=\"log_download('jeong-jaggi-sanner-symbolicdynamicprogrammingforcontinuousstatemdpswithlinearprogramtransitions-2021', 'https://ssanner.github.io/papers/ijcai21_sdplptrans.pdf', event.ctrlKey, event)\">\n    <img src=\"//bibbase.org/img/filetypes/pdf.svg\"\n\t     alt=\"Symbolic Dynamic Programming for Continuous State MDPs with Linear Program Transitions [pdf]\"\n       title=\" paper\"\n\t     class=\"bibbase_icon\"\n         ><span class=\"bibbase_icon_text\"> paper</span></a>\n  &nbsp;\n  \n\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/jeong-jaggi-sanner-symbolicdynamicprogrammingforcontinuousstatemdpswithlinearprogramtransitions-2021\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n  &nbsp;\n  <span class=\"bibbase_stats_paper\" style=\"color: #777;\">\n    <span>38 downloads</span>\n  </span>\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('jeong-jaggi-sanner-symbolicdynamicprogrammingforcontinuousstatemdpswithlinearprogramtransitions-2021')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@inproceedings{sanner:ijcai21b,\n  author = {Jihwan Jeong and Parth Jaggi and Scott Sanner},\n  year = {2021},\n  title = {Symbolic Dynamic Programming for Continuous State MDPs with Linear Program Transitions},\n  booktitle = {Proceedings of the 30th International Joint Conference on Artificial Intelligence ({IJCAI-21})},\n  address = {Online},\n  url_paper = {https://ssanner.github.io/papers/ijcai21_sdplptrans.pdf}\n}\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n  <div class=\"bibbase_paper\" id=\"lyu-rana-sanner-bouadjenek-aworkflowanalysisofcontextdrivenconversationalrecommendation-2021\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  <a href=\"https://ssanner.github.io/papers/www21_convrec.pdf\"\n     onclick=\"return trackOutboundLink('publications', 'click', 'lyu-rana-sanner-bouadjenek-aworkflowanalysisofcontextdrivenconversationalrecommendation-2021', 'https://ssanner.github.io/papers/www21_convrec.pdf', event);\">\n    A Workflow Analysis of Context-driven Conversational Recommendation.\n  </a>\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  Lyu, S.; Rana, A.; <a class=\"bibbase author link\" href=\"https://d3m.mie.utoronto.ca/publications/\">Sanner, S.</a>;  and Bouadjenek, M. R.\n</span>\n\n  \n\n</span>\n\n  In <i>Proceedings of the 30th International Conference on the World Wide Web (WWW-21)</i>, Ljubljana, Slovenia,  2021. \n  <span class=\"note\"></span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n  <a href=\"https://ssanner.github.io/papers/www21_convrec.pdf\"\n     onclick=\"log_download('lyu-rana-sanner-bouadjenek-aworkflowanalysisofcontextdrivenconversationalrecommendation-2021', 'https://ssanner.github.io/papers/www21_convrec.pdf', event.ctrlKey, event)\">\n    <img src=\"//bibbase.org/img/filetypes/pdf.svg\"\n\t     alt=\"A Workflow Analysis of Context-driven Conversational Recommendation [pdf]\"\n       title=\" paper\"\n\t     class=\"bibbase_icon\"\n         ><span class=\"bibbase_icon_text\"> paper</span></a>\n  &nbsp;\n  \n\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/lyu-rana-sanner-bouadjenek-aworkflowanalysisofcontextdrivenconversationalrecommendation-2021\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n  &nbsp;\n  <span class=\"bibbase_stats_paper\" style=\"color: #777;\">\n    <span>129 downloads</span>\n  </span>\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('lyu-rana-sanner-bouadjenek-aworkflowanalysisofcontextdrivenconversationalrecommendation-2021')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@inproceedings{sanner:www21,\n  author = {Shengnan Lyu and Arpit Rana and Scott Sanner and Mohamed Reda Bouadjenek},\n  title = {A Workflow Analysis of Context-driven Conversational Recommendation},\n  year = {2021},\n  booktitle = {Proceedings of the 30th International Conference on the World Wide Web (WWW-21)},\n  address = {Ljubljana, Slovenia},\n  url_paper = {https://ssanner.github.io/papers/www21_convrec.pdf}\n}\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n  <div class=\"bibbase_paper\" id=\"yang-shen-sanner-bayesiancritiquingwithkeyphraseactivationvectorsforvaebasedrecommendersystems-2021\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  <a href=\"https://ssanner.github.io/papers/sigir21_tcavcrit.pdf\"\n     onclick=\"return trackOutboundLink('publications', 'click', 'yang-shen-sanner-bayesiancritiquingwithkeyphraseactivationvectorsforvaebasedrecommendersystems-2021', 'https://ssanner.github.io/papers/sigir21_tcavcrit.pdf', event);\">\n    Bayesian Critiquing with Keyphrase Activation Vectors for VAE-based Recommender Systems.\n  </a>\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  Yang, H.; Shen, T.;  and <a class=\"bibbase author link\" href=\"https://d3m.mie.utoronto.ca/publications/\">Sanner, S.</a>\n</span>\n\n  \n\n</span>\n\n  In <i>Proceedings of the 44th International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR-21)</i>, Online,  2021. \n  <span class=\"note\"></span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n  <a href=\"https://ssanner.github.io/papers/sigir21_tcavcrit.pdf\"\n     onclick=\"log_download('yang-shen-sanner-bayesiancritiquingwithkeyphraseactivationvectorsforvaebasedrecommendersystems-2021', 'https://ssanner.github.io/papers/sigir21_tcavcrit.pdf', event.ctrlKey, event)\">\n    <img src=\"//bibbase.org/img/filetypes/pdf.svg\"\n\t     alt=\"Bayesian Critiquing with Keyphrase Activation Vectors for VAE-based Recommender Systems [pdf]\"\n       title=\" paper\"\n\t     class=\"bibbase_icon\"\n         ><span class=\"bibbase_icon_text\"> paper</span></a>\n  &nbsp;\n  \n\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/yang-shen-sanner-bayesiancritiquingwithkeyphraseactivationvectorsforvaebasedrecommendersystems-2021\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n  &nbsp;\n  <span class=\"bibbase_stats_paper\" style=\"color: #777;\">\n    <span>115 downloads</span>\n  </span>\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('yang-shen-sanner-bayesiancritiquingwithkeyphraseactivationvectorsforvaebasedrecommendersystems-2021')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@inproceedings{sanner:sigir21,\n  author = {Hojin Yang and Tianshu Shen and Scott Sanner},\n  title = {Bayesian Critiquing with Keyphrase Activation Vectors for VAE-based Recommender Systems},\n  year = {2021},\n  booktitle = {Proceedings of the 44th International {ACM} {SIGIR} Conference on Research and Development in Information Retrieval {(SIGIR-21)}},\n  address   = {Online},\n  url_paper = {https://ssanner.github.io/papers/sigir21_tcavcrit.pdf}\n}\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n  <div class=\"bibbase_paper\" id=\"yang-sanner-wu-zhou-bayesianpreferenceelicitationwithkeyphaseitemcoembeddingsforinteractiverecommendation-2021\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  <a href=\"https://ssanner.github.io/papers/umap21_bayprefkey.pdf\"\n     onclick=\"return trackOutboundLink('publications', 'click', 'yang-sanner-wu-zhou-bayesianpreferenceelicitationwithkeyphaseitemcoembeddingsforinteractiverecommendation-2021', 'https://ssanner.github.io/papers/umap21_bayprefkey.pdf', event);\">\n    Bayesian Preference Elicitation with Keyphase-Item Coembeddings for Interactive Recommendation.\n  </a>\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  Yang, H.; <a class=\"bibbase author link\" href=\"https://d3m.mie.utoronto.ca/publications/\">Sanner, S.</a>; <a class=\"bibbase author link\" href=\"https://web.cs.dal.ca/~gaw/publications/\">Wu, G.</a>;  and Zhou, J. P.\n</span>\n\n  \n\n</span>\n\n  In <i>Proceedings of the the 29th Conference on User Modeling, Adaptation and Personalization (UMAP-21)</i>, Online,  2021. \n  <span class=\"note\"></span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n  <a href=\"https://ssanner.github.io/papers/umap21_bayprefkey.pdf\"\n     onclick=\"log_download('yang-sanner-wu-zhou-bayesianpreferenceelicitationwithkeyphaseitemcoembeddingsforinteractiverecommendation-2021', 'https://ssanner.github.io/papers/umap21_bayprefkey.pdf', event.ctrlKey, event)\">\n    <img src=\"//bibbase.org/img/filetypes/pdf.svg\"\n\t     alt=\"Bayesian Preference Elicitation with Keyphase-Item Coembeddings for Interactive Recommendation [pdf]\"\n       title=\" paper\"\n\t     class=\"bibbase_icon\"\n         ><span class=\"bibbase_icon_text\"> paper</span></a>\n  &nbsp;\n  \n\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/yang-sanner-wu-zhou-bayesianpreferenceelicitationwithkeyphaseitemcoembeddingsforinteractiverecommendation-2021\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n  &nbsp;\n  <span class=\"bibbase_stats_paper\" style=\"color: #777;\">\n    <span>62 downloads</span>\n  </span>\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('yang-sanner-wu-zhou-bayesianpreferenceelicitationwithkeyphaseitemcoembeddingsforinteractiverecommendation-2021')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@inproceedings{sanner:umap21,\n  author = {Hojin Yang and Scott Sanner and Ga Wu and Jin Peng Zhou},\n  title = {Bayesian Preference Elicitation with Keyphase-Item Coembeddings for Interactive Recommendation},\n  year = {2021},\n  booktitle = {Proceedings of the the 29th Conference on User Modeling, Adaptation and Personalization ({UMAP-21})},\n  address = {Online},\n  url_paper = {https://ssanner.github.io/papers/umap21_bayprefkey.pdf}\n}\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n  <div class=\"bibbase_paper\" id=\"shim-mai-jeong-sanner-kim-jang-onlineclassincrementalcontinuallearningwithadversarialshapleyvalue-2021\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  <a href=\"https://ssanner.github.io/papers/aaai21_aser.pdf\"\n     onclick=\"return trackOutboundLink('publications', 'click', 'shim-mai-jeong-sanner-kim-jang-onlineclassincrementalcontinuallearningwithadversarialshapleyvalue-2021', 'https://ssanner.github.io/papers/aaai21_aser.pdf', event);\">\n    Online Class-Incremental Continual Learning with Adversarial Shapley Value.\n  </a>\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  Shim, D.; Mai, Z.; Jeong, J.; <a class=\"bibbase author link\" href=\"https://d3m.mie.utoronto.ca/publications/\">Sanner, S.</a>; Kim, H.;  and Jang, J.\n</span>\n\n  \n\n</span>\n\n  In <i>Proceedings of the 35th AAAI Conference on Artificial Intelligence (AAAI-21)</i>, Online,  2021. \n  <span class=\"note\"></span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n  <a href=\"https://ssanner.github.io/papers/aaai21_aser.pdf\"\n     onclick=\"log_download('shim-mai-jeong-sanner-kim-jang-onlineclassincrementalcontinuallearningwithadversarialshapleyvalue-2021', 'https://ssanner.github.io/papers/aaai21_aser.pdf', event.ctrlKey, event)\">\n    <img src=\"//bibbase.org/img/filetypes/pdf.svg\"\n\t     alt=\"Online Class-Incremental Continual Learning with Adversarial Shapley Value [pdf]\"\n       title=\" paper\"\n\t     class=\"bibbase_icon\"\n         ><span class=\"bibbase_icon_text\"> paper</span></a>\n  &nbsp;\n  \n\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/shim-mai-jeong-sanner-kim-jang-onlineclassincrementalcontinuallearningwithadversarialshapleyvalue-2021\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n  &nbsp;\n  <span class=\"bibbase_stats_paper\" style=\"color: #777;\">\n    <span>78 downloads</span>\n  </span>\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('shim-mai-jeong-sanner-kim-jang-onlineclassincrementalcontinuallearningwithadversarialshapleyvalue-2021')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@inproceedings{sanner:aaai21,\n  author = {Dongsub Shim and Zheda Mai and Jihwan Jeong and Scott Sanner and Hyunwoo Kim and Jongseong Jang},\n  title = {Online Class-Incremental Continual Learning with Adversarial Shapley Value},\n  year = {2021},\n  booktitle = {Proceedings of the 35th {AAAI} Conference on Artificial Intelligence ({AAAI-21})},\n  address = {Online},\n  url_paper = {https://ssanner.github.io/papers/aaai21_aser.pdf}\n}\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n  <div class=\"bibbase_paper\" id=\"ting-li-sanner-abdulhai-revisitingrandomforestsinacomparativeevaluationofgraphconvolutionalneuralnetworkvariantsfortrafficprediction-2021\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  Revisiting Random Forests in a Comparative Evaluation of Graph Convolutional Neural Network Variants for Traffic Prediction.\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  Ting, T. J.; Li, X.; <a class=\"bibbase author link\" href=\"https://d3m.mie.utoronto.ca/publications/\">Sanner, S.</a>;  and Abdulhai, B.\n</span>\n\n  \n\n</span>\n\n  In <i>24th IEEE International Intelligent Transportation Systems Conference, ITSC 2021</i>, pages 1259–1265, Indianapolis, USA,  2021. IEEE\n  <span class=\"note\"></span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/ting-li-sanner-abdulhai-revisitingrandomforestsinacomparativeevaluationofgraphconvolutionalneuralnetworkvariantsfortrafficprediction-2021\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('ting-li-sanner-abdulhai-revisitingrandomforestsinacomparativeevaluationofgraphconvolutionalneuralnetworkvariantsfortrafficprediction-2021')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@inproceedings{sanner:itsc21a,\n\tauthor    = {Ta Jiun Ting and\n\tXiaocan Li and\n\tScott Sanner and\n\tBaher Abdulhai},\n\ttitle     = {Revisiting Random Forests in a Comparative Evaluation of Graph Convolutional\n\tNeural Network Variants for Traffic Prediction},\n\tbooktitle = {24th {IEEE} International Intelligent Transportation Systems Conference,\n\t{ITSC} 2021},\n\tpages     = {1259--1265},\n\tpublisher = {{IEEE}},\n\taddress = {Indianapolis, USA},\n\tyear      = {2021}\n}\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n  <div class=\"bibbase_paper\" id=\"jaggi-wang-carrara-sanner-abdulhai-microscopicmodelbasedrlapproachesfortrafficsignalcontrolgeneralizebetterthanmodelfreerlapproaches-2021\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  Microscopic Model-Based RL Approaches for Traffic Signal Control Generalize Better than Model-Free RL Approaches.\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  Jaggi, P.; Wang, X.; Carrara, N.; <a class=\"bibbase author link\" href=\"https://d3m.mie.utoronto.ca/publications/\">Sanner, S.</a>;  and Abdulhai, B.\n</span>\n\n  \n\n</span>\n\n  In <i>24th IEEE International Intelligent Transportation Systems Conference, ITSC 2021</i>, pages 2525–2532, Indianapolis, USA,  2021. IEEE\n  <span class=\"note\"></span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/jaggi-wang-carrara-sanner-abdulhai-microscopicmodelbasedrlapproachesfortrafficsignalcontrolgeneralizebetterthanmodelfreerlapproaches-2021\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('jaggi-wang-carrara-sanner-abdulhai-microscopicmodelbasedrlapproachesfortrafficsignalcontrolgeneralizebetterthanmodelfreerlapproaches-2021')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@inproceedings{sanner:itsc21b,\n\tauthor    = {Parth Jaggi and\n\tXiaoyu Wang and\n\tNicolas Carrara and\n\tScott Sanner and\n\tBaher Abdulhai},\n\ttitle     = {Microscopic Model-Based {RL} Approaches for Traffic Signal Control\n\tGeneralize Better than Model-Free {RL} Approaches},\n\tbooktitle = {24th {IEEE} International Intelligent Transportation Systems Conference,\n\t{ITSC} 2021},\n\tpages     = {2525--2532},\n\tpublisher = {{IEEE}},\n\taddress = {Indianapolis, USA},\n\tyear      = {2021}\n}\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n  <div class=\"bibbase_paper\" id=\"huchuk-sanner-obrien-developmentandevaluationofdatadrivencontrolsforresidentialsmartthermostats-2021\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  <a href=\"https://doi.org/10.1016/j.enbuild.2021.111201\"\n     onclick=\"return trackOutboundLink('publications', 'click', 'huchuk-sanner-obrien-developmentandevaluationofdatadrivencontrolsforresidentialsmartthermostats-2021', 'https://doi.org/10.1016/j.enbuild.2021.111201', event);\">\n    Development and Evaluation of Data-driven Controls for Residential Smart Thermostats.\n  </a>\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  Huchuk, B.; <a class=\"bibbase author link\" href=\"https://d3m.mie.utoronto.ca/publications/\">Sanner, S.</a>;  and O'Brien, W.\n</span>\n\n  \n\n</span>\n\n  <i>Energy and Buildings</i>,111201.  2021.\n  <span class=\"note\"></span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n  <a href=\"https://doi.org/10.1016/j.enbuild.2021.111201\"\n     onclick=\"log_download('huchuk-sanner-obrien-developmentandevaluationofdatadrivencontrolsforresidentialsmartthermostats-2021', 'https://doi.org/10.1016/j.enbuild.2021.111201', event.ctrlKey, event)\">\n    <img src=\"//bibbase.org/img/filetypes/link.svg\"\n\t     alt=\"Development and Evaluation of Data-driven Controls for Residential Smart Thermostats [link]\"\n       title=\" url\"\n\t     class=\"bibbase_icon\"\n         ><span class=\"bibbase_icon_text\"> url</span></a>\n  &nbsp;\n  \n\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/huchuk-sanner-obrien-developmentandevaluationofdatadrivencontrolsforresidentialsmartthermostats-2021\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n  &nbsp;\n  <span class=\"bibbase_stats_paper\" style=\"color: #777;\">\n    <span>7 downloads</span>\n  </span>\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('huchuk-sanner-obrien-developmentandevaluationofdatadrivencontrolsforresidentialsmartthermostats-2021')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@article{sanner:enbuild21,\n  author = {Brent Huchuk and Scott Sanner and William O&#x27;Brien},\n  title = {Development and Evaluation of Data-driven Controls for Residential Smart Thermostats},\n  journal = {Energy and Buildings},\n  year = {2021},\n  pages = {111201},\n  url_url = {https://doi.org/10.1016/j.enbuild.2021.111201}\n}\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n  <div class=\"bibbase_paper\" id=\"huchuk-sanner-obrien-evaluationofdatadriventhermalmodelsformultihourpredictionsusingresidentialsmartthermostatdata-2021\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  <a href=\"https://doi.org/10.1080/19401493.2020.1864474\"\n     onclick=\"return trackOutboundLink('publications', 'click', 'huchuk-sanner-obrien-evaluationofdatadriventhermalmodelsformultihourpredictionsusingresidentialsmartthermostatdata-2021', 'https://doi.org/10.1080/19401493.2020.1864474', event);\">\n    Evaluation of Data-driven Thermal Models for Multi-hour Predictions using Residential Smart Thermostat Data.\n  </a>\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  Huchuk, B.; <a class=\"bibbase author link\" href=\"https://d3m.mie.utoronto.ca/publications/\">Sanner, S.</a>;  and O'Brien, W.\n</span>\n\n  \n\n</span>\n\n  <i>Journal of Building Performance Simulation</i>.  2021.\n  <span class=\"note\"></span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n  <a href=\"https://doi.org/10.1080/19401493.2020.1864474\"\n     onclick=\"log_download('huchuk-sanner-obrien-evaluationofdatadriventhermalmodelsformultihourpredictionsusingresidentialsmartthermostatdata-2021', 'https://doi.org/10.1080/19401493.2020.1864474', event.ctrlKey, event)\">\n    <img src=\"//bibbase.org/img/filetypes/link.svg\"\n\t     alt=\"Evaluation of Data-driven Thermal Models for Multi-hour Predictions using Residential Smart Thermostat Data [link]\"\n       title=\" url\"\n\t     class=\"bibbase_icon\"\n         ><span class=\"bibbase_icon_text\"> url</span></a>\n  &nbsp;\n  \n\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/huchuk-sanner-obrien-evaluationofdatadriventhermalmodelsformultihourpredictionsusingresidentialsmartthermostatdata-2021\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n  &nbsp;\n  <span class=\"bibbase_stats_paper\" style=\"color: #777;\">\n    <span>12 downloads</span>\n  </span>\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('huchuk-sanner-obrien-evaluationofdatadriventhermalmodelsformultihourpredictionsusingresidentialsmartthermostatdata-2021')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@article{sanner:bps21,\n  author = {Brent Huchuk and Scott Sanner and William O&#x27;Brien},\n  title = {Evaluation of Data-driven Thermal Models for Multi-hour Predictions using Residential Smart Thermostat Data},\n  journal = {Journal of Building Performance Simulation},\n  year = {2021},\n  url_url = {https://doi.org/10.1080/19401493.2020.1864474}\n}\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n  <div class=\"bibbase_paper\" id=\"olson-calderonfigueroa-bidian-silver-sanner-readingthecitythroughitsneighbourhoodsdeeptextembeddingsofyelpreviewsasabasisfordeterminingsimilarityandchange-2021\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  <a href=\"https://www.sciencedirect.com/science/article/abs/pii/S0264275120313937\"\n     onclick=\"return trackOutboundLink('publications', 'click', 'olson-calderonfigueroa-bidian-silver-sanner-readingthecitythroughitsneighbourhoodsdeeptextembeddingsofyelpreviewsasabasisfordeterminingsimilarityandchange-2021', 'https://www.sciencedirect.com/science/article/abs/pii/S0264275120313937', event);\">\n    Reading the City through its Neighbourhoods: Deep text embeddings of Yelp reviews as a basis for determining similarity and change.\n  </a>\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  Olson, A. W.; Calderon-Figueroa, F.; Bidian, O.; Silver, D.;  and <a class=\"bibbase author link\" href=\"https://d3m.mie.utoronto.ca/publications/\">Sanner, S.</a>\n</span>\n\n  \n\n</span>\n\n  <i>Cities</i>, 110: 103045. March 2021.\n  <span class=\"note\"></span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n  <a href=\"https://www.sciencedirect.com/science/article/abs/pii/S0264275120313937\"\n     onclick=\"log_download('olson-calderonfigueroa-bidian-silver-sanner-readingthecitythroughitsneighbourhoodsdeeptextembeddingsofyelpreviewsasabasisfordeterminingsimilarityandchange-2021', 'https://www.sciencedirect.com/science/article/abs/pii/S0264275120313937', event.ctrlKey, event)\">\n    <img src=\"//bibbase.org/img/filetypes/link.svg\"\n\t     alt=\"Reading the City through its Neighbourhoods: Deep text embeddings of Yelp reviews as a basis for determining similarity and change [link]\"\n       title=\" url\"\n\t     class=\"bibbase_icon\"\n         ><span class=\"bibbase_icon_text\"> url</span></a>\n  &nbsp;\n  \n\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/olson-calderonfigueroa-bidian-silver-sanner-readingthecitythroughitsneighbourhoodsdeeptextembeddingsofyelpreviewsasabasisfordeterminingsimilarityandchange-2021\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n  &nbsp;\n  <span class=\"bibbase_stats_paper\" style=\"color: #777;\">\n    <span>26 downloads</span>\n  </span>\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('olson-calderonfigueroa-bidian-silver-sanner-readingthecitythroughitsneighbourhoodsdeeptextembeddingsofyelpreviewsasabasisfordeterminingsimilarityandchange-2021')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@article{sanner:cities21,\n  author = {Alexander W. Olson and Fernando Calderon-Figueroa and Olimpia Bidian and Daniel Silver and Scott Sanner},\n  title = {Reading the City through its Neighbourhoods: Deep text embeddings of Yelp reviews as a basis for determining similarity and change},\n  journal = {Cities},\n  volume = {110},\n  pages = {103045},\n  month = {March},\n  year = {2021},\n  url_url = {https://www.sciencedirect.com/science/article/abs/pii/S0264275120313937}\n}\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n  <div class=\"bibbase_paper\" id=\"jahromi-jahromi-kundur-sanner-kassouf-dataanalyticsforcybersecurityenhancementoftransformerprotection-2021\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  <a href=\"https://energy.acm.org/eir/data-analytics-for-cybersecurity-enhancement-of-transformer-protection/\"\n     onclick=\"return trackOutboundLink('publications', 'click', 'jahromi-jahromi-kundur-sanner-kassouf-dataanalyticsforcybersecurityenhancementoftransformerprotection-2021', 'https://energy.acm.org/eir/data-analytics-for-cybersecurity-enhancement-of-transformer-protection/', event);\">\n    Data Analytics for Cybersecurity Enhancement of Transformer Protection.\n  </a>\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  Jahromi, M. Z.; Jahromi, A. A.; Kundur, D.; <a class=\"bibbase author link\" href=\"https://d3m.mie.utoronto.ca/publications/\">Sanner, S.</a>;  and Kassouf, M.\n</span>\n\n  \n\n</span>\n\n  <i>SIGENERGY Energy Inform. Rev.</i>, 1(1): 12–19. dec 2021.\n  <span class=\"note\"></span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n  <a href=\"https://energy.acm.org/eir/data-analytics-for-cybersecurity-enhancement-of-transformer-protection/\"\n     onclick=\"log_download('jahromi-jahromi-kundur-sanner-kassouf-dataanalyticsforcybersecurityenhancementoftransformerprotection-2021', 'https://energy.acm.org/eir/data-analytics-for-cybersecurity-enhancement-of-transformer-protection/', event.ctrlKey, event)\">\n    <img src=\"//bibbase.org/img/filetypes/link.svg\"\n\t     alt=\"Data Analytics for Cybersecurity Enhancement of Transformer Protection [link]\"\n       title=\" url\"\n\t     class=\"bibbase_icon\"\n         ><span class=\"bibbase_icon_text\"> url</span></a>\n  &nbsp;\n  \n\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/jahromi-jahromi-kundur-sanner-kassouf-dataanalyticsforcybersecurityenhancementoftransformerprotection-2021\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n  &nbsp;\n  <span class=\"bibbase_stats_paper\" style=\"color: #777;\">\n    <span>2 downloads</span>\n  </span>\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('jahromi-jahromi-kundur-sanner-kassouf-dataanalyticsforcybersecurityenhancementoftransformerprotection-2021')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@article{sanner:eir21,\n\tauthor = {Jahromi, Martiya Zare and Jahromi, Amir Abiri and Kundur, Deepa and Sanner, Scott and Kassouf, Marthe},\n\ttitle = {Data Analytics for Cybersecurity Enhancement of Transformer Protection},\n\tyear = {2021},\n\tissue_date = {November 2021},\n\tpublisher = {Association for Computing Machinery},\n\taddress = {New York, NY, USA},\n\tvolume = {1},\n\tnumber = {1},\n\tjournal = {SIGENERGY Energy Inform. Rev.},\n\tmonth = {dec},\n\tpages = {12–19},\n\tnumpages = {8},\n\turl_url = {https://energy.acm.org/eir/data-analytics-for-cybersecurity-enhancement-of-transformer-protection/}\n}\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n  <div class=\"bibbase_paper\" id=\"khaw-jahromi-arani-sanner-kundur-kassouf-adeeplearningbasedcyberattackdetectionsystemfortransmissionprotectiverelays-2021\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  <a href=\"https://ieeexplore.ieee.org/document/9270592\"\n     onclick=\"return trackOutboundLink('publications', 'click', 'khaw-jahromi-arani-sanner-kundur-kassouf-adeeplearningbasedcyberattackdetectionsystemfortransmissionprotectiverelays-2021', 'https://ieeexplore.ieee.org/document/9270592', event);\">\n    A Deep Learning-Based Cyberattack Detection System for Transmission Protective Relays.\n  </a>\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  Khaw, Y. M.; Jahromi, A. A.; Arani, M. F. M.; <a class=\"bibbase author link\" href=\"https://d3m.mie.utoronto.ca/publications/\">Sanner, S.</a>; Kundur, D.;  and Kassouf, M.\n</span>\n\n  \n\n</span>\n\n  <i>IEEE Transactions on Smart Grid</i>, 12(3): 2554–2565.  2021.\n  <span class=\"note\"></span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n  <a href=\"https://ieeexplore.ieee.org/document/9270592\"\n     onclick=\"log_download('khaw-jahromi-arani-sanner-kundur-kassouf-adeeplearningbasedcyberattackdetectionsystemfortransmissionprotectiverelays-2021', 'https://ieeexplore.ieee.org/document/9270592', event.ctrlKey, event)\">\n    <img src=\"//bibbase.org/img/filetypes/link.svg\"\n\t     alt=\"A Deep Learning-Based Cyberattack Detection System for Transmission Protective Relays [link]\"\n       title=\" url\"\n\t     class=\"bibbase_icon\"\n         ><span class=\"bibbase_icon_text\"> url</span></a>\n  &nbsp;\n  \n\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/khaw-jahromi-arani-sanner-kundur-kassouf-adeeplearningbasedcyberattackdetectionsystemfortransmissionprotectiverelays-2021\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n  &nbsp;\n  <span class=\"bibbase_stats_paper\" style=\"color: #777;\">\n    <span>14 downloads</span>\n  </span>\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('khaw-jahromi-arani-sanner-kundur-kassouf-adeeplearningbasedcyberattackdetectionsystemfortransmissionprotectiverelays-2021')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@article{sanner:smartgrid21,\n\tauthor={Y. M. {Khaw} and A. A. {Jahromi} and M. F. M. {Arani} and S. {Sanner} and D. {Kundur} and M. {Kassouf}},\n\ttitle={A Deep Learning-Based Cyberattack Detection System for Transmission Protective Relays}, \n\tjournal={IEEE Transactions on Smart Grid}, \n\tvolume    = {12},\n\tnumber    = {3},\n\tpages     = {2554--2565},\n\tyear={2021},\n\turl_url = {https://ieeexplore.ieee.org/document/9270592}\n}\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n\n\n\n    </div>\n  </div>\n\n  <div class=\"bibbase_group_whole\" id=\"group_2020\">\n    <div class=\"bibbase_group\"\n      onclick=\"toggleGroup('group_2020')\"\n      onkeypress=\"toggleGroup('group_2020')\"\n      tabindex=\"0\">\n      <i class=\"fa fa-angle-down bibbase_group_head_icon\"></i>&nbsp;\n      <span>2020</span>\n      <span class=\"bibbase_group_count\">\n        \n        (11)\n        \n      </span>\n    </div>\n    <div class=\"bibbase_group_body\">\n      \n  \n  <div class=\"bibbase_paper\" id=\"li-sanner-luo-wu-arankingoptimizationapproachtolatentlinearcritiquinginconversationalrecommendersystems-2020\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  <a href=\"https://ssanner.github.io/papers/recsys20_rankcrit.pdf\"\n     onclick=\"return trackOutboundLink('publications', 'click', 'li-sanner-luo-wu-arankingoptimizationapproachtolatentlinearcritiquinginconversationalrecommendersystems-2020', 'https://ssanner.github.io/papers/recsys20_rankcrit.pdf', event);\">\n    A Ranking Optimization Approach to Latent Linear Critiquing in Conversational Recommender Systems.\n  </a>\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  Li, H.; <a class=\"bibbase author link\" href=\"https://d3m.mie.utoronto.ca/publications/\">Sanner, S.</a>; Luo, K.;  and Wu, G.\n</span>\n\n  \n\n</span>\n\n  In <i>Proceedings of the 14th International ACM Conference on Recommender Systems (RecSys-20)</i>, Online,  2020. \n  <span class=\"note\"></span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n  <a href=\"https://ssanner.github.io/papers/recsys20_rankcrit.pdf\"\n     onclick=\"log_download('li-sanner-luo-wu-arankingoptimizationapproachtolatentlinearcritiquinginconversationalrecommendersystems-2020', 'https://ssanner.github.io/papers/recsys20_rankcrit.pdf', event.ctrlKey, event)\">\n    <img src=\"//bibbase.org/img/filetypes/pdf.svg\"\n\t     alt=\"A Ranking Optimization Approach to Latent Linear Critiquing in Conversational Recommender Systems [pdf]\"\n       title=\" paper\"\n\t     class=\"bibbase_icon\"\n         ><span class=\"bibbase_icon_text\"> paper</span></a>\n  &nbsp;\n  \n\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/li-sanner-luo-wu-arankingoptimizationapproachtolatentlinearcritiquinginconversationalrecommendersystems-2020\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n  &nbsp;\n  <span class=\"bibbase_stats_paper\" style=\"color: #777;\">\n    <span>37 downloads</span>\n  </span>\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('li-sanner-luo-wu-arankingoptimizationapproachtolatentlinearcritiquinginconversationalrecommendersystems-2020')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@inproceedings{sanner:recsys20,\n  author    = {Hanze Li and Scott Sanner and Kai Luo and Ga Wu},\n  title     = {A Ranking Optimization Approach to Latent Linear Critiquing in Conversational Recommender Systems},\n  booktitle = {Proceedings of the 14th International {ACM} Conference on Recommender Systems {(RecSys-20)}},\n  address   = {Online},\n  year      = {2020},\n  url_paper = {https://ssanner.github.io/papers/recsys20_rankcrit.pdf}\n}\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n  <div class=\"bibbase_paper\" id=\"luo-yang-wu-sanner-deepcritiquingforvaebasedrecommendersystems-2020\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  <a href=\"https://ssanner.github.io/papers/sigir20_cevae.pdf\"\n     onclick=\"return trackOutboundLink('publications', 'click', 'luo-yang-wu-sanner-deepcritiquingforvaebasedrecommendersystems-2020', 'https://ssanner.github.io/papers/sigir20_cevae.pdf', event);\">\n    Deep Critiquing for VAE-based Recommender Systems.\n  </a>\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  Luo, K.; Yang, H.; Wu, G.;  and <a class=\"bibbase author link\" href=\"https://d3m.mie.utoronto.ca/publications/\">Sanner, S.</a>\n</span>\n\n  \n\n</span>\n\n  In <i>Proceedings of the 43rd International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR-20)</i>, Xi'an, China,  2020. \n  <span class=\"note\"></span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n  <a href=\"https://ssanner.github.io/papers/sigir20_cevae.pdf\"\n     onclick=\"log_download('luo-yang-wu-sanner-deepcritiquingforvaebasedrecommendersystems-2020', 'https://ssanner.github.io/papers/sigir20_cevae.pdf', event.ctrlKey, event)\">\n    <img src=\"//bibbase.org/img/filetypes/pdf.svg\"\n\t     alt=\"Deep Critiquing for VAE-based Recommender Systems [pdf]\"\n       title=\" paper\"\n\t     class=\"bibbase_icon\"\n         ><span class=\"bibbase_icon_text\"> paper</span></a>\n  &nbsp;\n  \n\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/luo-yang-wu-sanner-deepcritiquingforvaebasedrecommendersystems-2020\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n  &nbsp;\n  <span class=\"bibbase_stats_paper\" style=\"color: #777;\">\n    <span>137 downloads</span>\n  </span>\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('luo-yang-wu-sanner-deepcritiquingforvaebasedrecommendersystems-2020')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@inproceedings{sanner:sigir20,\n  author = {Kai Luo and Hojin Yang and Ga Wu and Scott Sanner},\n  title = {Deep Critiquing for VAE-based Recommender Systems},\n  year = {2020},\n  booktitle = {Proceedings of the 43rd International {ACM} {SIGIR} Conference on Research and Development in Information Retrieval {(SIGIR-20)}},\n  address   = {Xi&#x27;an, China},\n  url_paper = {https://ssanner.github.io/papers/sigir20_cevae.pdf}\n}\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n  <div class=\"bibbase_paper\" id=\"luo-sanner-wu-li-yang-latentlinearcritiquingforconversationalrecommendersystems-2020\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  <a href=\"https://ssanner.github.io/papers/www20_llc.pdf\"\n     onclick=\"return trackOutboundLink('publications', 'click', 'luo-sanner-wu-li-yang-latentlinearcritiquingforconversationalrecommendersystems-2020', 'https://ssanner.github.io/papers/www20_llc.pdf', event);\">\n    Latent Linear Critiquing for Conversational Recommender Systems.\n  </a>\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  Luo, K.; <a class=\"bibbase author link\" href=\"https://d3m.mie.utoronto.ca/publications/\">Sanner, S.</a>; Wu, G.; Li, H.;  and Yang, H.\n</span>\n\n  \n\n</span>\n\n  In <i>Proceedings of the 29th International Conference on the World Wide Web (WWW-20)</i>, Taipei, Taiwan,  2020. \n  <span class=\"note\"></span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n  <a href=\"https://ssanner.github.io/papers/www20_llc.pdf\"\n     onclick=\"log_download('luo-sanner-wu-li-yang-latentlinearcritiquingforconversationalrecommendersystems-2020', 'https://ssanner.github.io/papers/www20_llc.pdf', event.ctrlKey, event)\">\n    <img src=\"//bibbase.org/img/filetypes/pdf.svg\"\n\t     alt=\"Latent Linear Critiquing for Conversational Recommender Systems [pdf]\"\n       title=\" paper\"\n\t     class=\"bibbase_icon\"\n         ><span class=\"bibbase_icon_text\"> paper</span></a>\n  &nbsp;\n  \n\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/luo-sanner-wu-li-yang-latentlinearcritiquingforconversationalrecommendersystems-2020\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n  &nbsp;\n  <span class=\"bibbase_stats_paper\" style=\"color: #777;\">\n    <span>76 downloads</span>\n  </span>\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('luo-sanner-wu-li-yang-latentlinearcritiquingforconversationalrecommendersystems-2020')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@inproceedings{sanner:www20,\n  author = {Kai Luo and Scott Sanner and Ga Wu and Hanze Li and Hojin Yang},\n  title = {Latent Linear Critiquing for Conversational Recommender Systems},\n  year = {2020},\n  booktitle = {Proceedings of the 29th International Conference on the World Wide Web (WWW-20)},\n  address = {Taipei, Taiwan},\n  url_paper = {https://ssanner.github.io/papers/www20_llc.pdf}\n}\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n  <div class=\"bibbase_paper\" id=\"say-sanner-compactandefficientencodingsforplanninginfactoredstateandactionspaceswithlearnedbinarizedneuralnetworktransitionmodels-2020\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  <a href=\"https://doi.org/10.1016/j.artint.2020.103291\"\n     onclick=\"return trackOutboundLink('publications', 'click', 'say-sanner-compactandefficientencodingsforplanninginfactoredstateandactionspaceswithlearnedbinarizedneuralnetworktransitionmodels-2020', 'https://doi.org/10.1016/j.artint.2020.103291', event);\">\n    Compact and Efficient Encodings for Planning in Factored State and Action Spaces with Learned Binarized Neural Network Transition Models.\n  </a>\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  <a class=\"bibbase author link\" href=\"https://saybuser.github.io/publications\">Say, B.</a>;  and <a class=\"bibbase author link\" href=\"https://d3m.mie.utoronto.ca/publications/\">Sanner, S.</a>\n</span>\n\n  \n\n</span>\n\n  <i>Artificial Intelligence Journal (AIJ)</i>, 285: 103291. August 2020.\n  <span class=\"note\"></span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n  <a href=\"https://doi.org/10.1016/j.artint.2020.103291\"\n     onclick=\"log_download('say-sanner-compactandefficientencodingsforplanninginfactoredstateandactionspaceswithlearnedbinarizedneuralnetworktransitionmodels-2020', 'https://doi.org/10.1016/j.artint.2020.103291', event.ctrlKey, event)\">\n    <img src=\"//bibbase.org/img/filetypes/link.svg\"\n\t     alt=\"Compact and Efficient Encodings for Planning in Factored State and Action Spaces with Learned Binarized Neural Network Transition Models [link]\"\n       title=\" paper\"\n\t     class=\"bibbase_icon\"\n         ><span class=\"bibbase_icon_text\"> paper</span></a>\n  &nbsp;\n  \n  <a href=\"https://arxiv.org/abs/1811.10433\"\n     onclick=\"log_download('say-sanner-compactandefficientencodingsforplanninginfactoredstateandactionspaceswithlearnedbinarizedneuralnetworktransitionmodels-2020', 'https://arxiv.org/abs/1811.10433', event.ctrlKey, event)\">\n    <img src=\"//bibbase.org/img/filetypes/link.svg\"\n\t     alt=\"Compact and Efficient Encodings for Planning in Factored State and Action Spaces with Learned Binarized Neural Network Transition Models [link]\"\n       title=\" arxiv\"\n\t     class=\"bibbase_icon\"\n         ><span class=\"bibbase_icon_text\"> arxiv</span></a>\n  &nbsp;\n  \n\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/say-sanner-compactandefficientencodingsforplanninginfactoredstateandactionspaceswithlearnedbinarizedneuralnetworktransitionmodels-2020\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n  &nbsp;\n  <span class=\"bibbase_stats_paper\" style=\"color: #777;\">\n    <span>38 downloads</span>\n  </span>\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('say-sanner-compactandefficientencodingsforplanninginfactoredstateandactionspaceswithlearnedbinarizedneuralnetworktransitionmodels-2020')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@article{sanner:aij20,\n  author = {Buser Say and Scott Sanner},\n  title = {Compact and Efficient Encodings for Planning in Factored State and Action Spaces with Learned Binarized Neural Network Transition Models},\n  year = {2020},\n  volume = {285},\n  pages = {103291},\n  month = {August},\n  year = {2020},\n  journal = &quot;Artificial Intelligence Journal ({AIJ})&quot;,\n  url_paper = {https://doi.org/10.1016/j.artint.2020.103291},\n  url_arxiv = {https://arxiv.org/abs/1811.10433}\n}\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n  <div class=\"bibbase_paper\" id=\"wu-say-sanner-scalableplanningwithdeepneuralnetworklearnedtransitionmodels-2020\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  <a href=\"https://ssanner.github.io/papers/jair20_tfplan.pdf\"\n     onclick=\"return trackOutboundLink('publications', 'click', 'wu-say-sanner-scalableplanningwithdeepneuralnetworklearnedtransitionmodels-2020', 'https://ssanner.github.io/papers/jair20_tfplan.pdf', event);\">\n    Scalable Planning with Deep Neural Network Learned Transition Models.\n  </a>\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  Wu, G.; <a class=\"bibbase author link\" href=\"https://saybuser.github.io/publications\">Say, B.</a>;  and <a class=\"bibbase author link\" href=\"https://d3m.mie.utoronto.ca/publications/\">Sanner, S.</a>\n</span>\n\n  \n\n</span>\n\n  <i>Journal of Artificial Intelligence Research (JAIR)</i>, 68. July 2020.\n  <span class=\"note\"></span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n  <a href=\"https://ssanner.github.io/papers/jair20_tfplan.pdf\"\n     onclick=\"log_download('wu-say-sanner-scalableplanningwithdeepneuralnetworklearnedtransitionmodels-2020', 'https://ssanner.github.io/papers/jair20_tfplan.pdf', event.ctrlKey, event)\">\n    <img src=\"//bibbase.org/img/filetypes/pdf.svg\"\n\t     alt=\"Scalable Planning with Deep Neural Network Learned Transition Models [pdf]\"\n       title=\" paper\"\n\t     class=\"bibbase_icon\"\n         ><span class=\"bibbase_icon_text\"> paper</span></a>\n  &nbsp;\n  \n\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/wu-say-sanner-scalableplanningwithdeepneuralnetworklearnedtransitionmodels-2020\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n  &nbsp;\n  <span class=\"bibbase_stats_paper\" style=\"color: #777;\">\n    <span>53 downloads</span>\n  </span>\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('wu-say-sanner-scalableplanningwithdeepneuralnetworklearnedtransitionmodels-2020')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@article{sanner:jair20,\n  author = {Ga Wu and Buser Say and Scott Sanner},\n  title = {Scalable Planning with Deep Neural Network Learned Transition Models},\n  year = {2020},\n  volume = {68},\n  month = {July},\n  journal = {Journal of Artificial Intelligence Research (JAIR)},\n  url_paper = {https://ssanner.github.io/papers/jair20_tfplan.pdf}\n}\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n  <div class=\"bibbase_paper\" id=\"guilliard-trevizan-sanner-mitigatingtheimpactoflightrailonurbantrafficnetworksusingmixedintegerlinearprogramming-2020\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  <a href=\"https://ssanner.github.io/papers/ietits20_lightrail.pdf\"\n     onclick=\"return trackOutboundLink('publications', 'click', 'guilliard-trevizan-sanner-mitigatingtheimpactoflightrailonurbantrafficnetworksusingmixedintegerlinearprogramming-2020', 'https://ssanner.github.io/papers/ietits20_lightrail.pdf', event);\">\n    Mitigating the Impact of Light Rail on Urban Traffic Networks using Mixed Integer Linear Programming.\n  </a>\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  Guilliard, I.; Trevizan, F.;  and <a class=\"bibbase author link\" href=\"https://d3m.mie.utoronto.ca/publications/\">Sanner, S.</a>\n</span>\n\n  \n\n</span>\n\n  <i>IET Intelligent Transport Systems</i>, 14(6): 523–533.  2020.\n  <span class=\"note\"></span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n  <a href=\"https://ssanner.github.io/papers/ietits20_lightrail.pdf\"\n     onclick=\"log_download('guilliard-trevizan-sanner-mitigatingtheimpactoflightrailonurbantrafficnetworksusingmixedintegerlinearprogramming-2020', 'https://ssanner.github.io/papers/ietits20_lightrail.pdf', event.ctrlKey, event)\">\n    <img src=\"//bibbase.org/img/filetypes/pdf.svg\"\n\t     alt=\"Mitigating the Impact of Light Rail on Urban Traffic Networks using Mixed Integer Linear Programming [pdf]\"\n       title=\" paper\"\n\t     class=\"bibbase_icon\"\n         ><span class=\"bibbase_icon_text\"> paper</span></a>\n  &nbsp;\n  \n\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/guilliard-trevizan-sanner-mitigatingtheimpactoflightrailonurbantrafficnetworksusingmixedintegerlinearprogramming-2020\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n  &nbsp;\n  <span class=\"bibbase_stats_paper\" style=\"color: #777;\">\n    <span>19 downloads</span>\n  </span>\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('guilliard-trevizan-sanner-mitigatingtheimpactoflightrailonurbantrafficnetworksusingmixedintegerlinearprogramming-2020')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@article{sanner:iet20,\n  author = {Iain Guilliard and Felipe Trevizan and Scott Sanner},\n  title = {Mitigating the Impact of Light Rail on Urban Traffic Networks using Mixed Integer Linear Programming},\n  journal = {IET Intelligent Transport Systems},\n  year = {2020},\n  volume = {14},\n  number = {6}, \n  pages = {523--533},\n  url_paper = {https://ssanner.github.io/papers/ietits20_lightrail.pdf}\n}\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n  <div class=\"bibbase_paper\" id=\"bouadjenek-sanner-du-relevanceandinterfacedrivenclusteringforvisualinformationretrieval-2020\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  <a href=\"https://rbouadjenek.github.io/papers/IS_101592.pdf\"\n     onclick=\"return trackOutboundLink('publications', 'click', 'bouadjenek-sanner-du-relevanceandinterfacedrivenclusteringforvisualinformationretrieval-2020', 'https://rbouadjenek.github.io/papers/IS_101592.pdf', event);\">\n    Relevance- and Interface-driven Clustering for Visual Information Retrieval.\n  </a>\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  Bouadjenek, M. R.; <a class=\"bibbase author link\" href=\"https://d3m.mie.utoronto.ca/publications/\">Sanner, S.</a>;  and Du, Y.\n</span>\n\n  \n\n</span>\n\n  <i>Information Systems</i>, 94: 101592. December 2020.\n  <span class=\"note\"></span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n  <a href=\"http://www.sciencedirect.com/science/article/pii/S0306437920300752\"\n     onclick=\"log_download('bouadjenek-sanner-du-relevanceandinterfacedrivenclusteringforvisualinformationretrieval-2020', 'http://www.sciencedirect.com/science/article/pii/S0306437920300752', event.ctrlKey, event)\">\n    <img src=\"//bibbase.org/img/filetypes/link.svg\"\n\t     alt=\"Relevance- and Interface-driven Clustering for Visual Information Retrieval [link]\"\n       title=\" url\"\n\t     class=\"bibbase_icon\"\n         ><span class=\"bibbase_icon_text\"> url</span></a>\n  &nbsp;\n  \n  <a href=\"https://rbouadjenek.github.io/papers/IS_101592.pdf\"\n     onclick=\"log_download('bouadjenek-sanner-du-relevanceandinterfacedrivenclusteringforvisualinformationretrieval-2020', 'https://rbouadjenek.github.io/papers/IS_101592.pdf', event.ctrlKey, event)\">\n    <img src=\"//bibbase.org/img/filetypes/pdf.svg\"\n\t     alt=\"Relevance- and Interface-driven Clustering for Visual Information Retrieval [pdf]\"\n       title=\" paper\"\n\t     class=\"bibbase_icon\"\n         ><span class=\"bibbase_icon_text\"> paper</span></a>\n  &nbsp;\n  \n  <a href=\"https://ssanner.github.io/papers/is20_reldclust.pdf\"\n     onclick=\"log_download('bouadjenek-sanner-du-relevanceandinterfacedrivenclusteringforvisualinformationretrieval-2020', 'https://ssanner.github.io/papers/is20_reldclust.pdf', event.ctrlKey, event)\">\n    <img src=\"//bibbase.org/img/filetypes/pdf.svg\"\n\t     alt=\"Relevance- and Interface-driven Clustering for Visual Information Retrieval [pdf]\"\n       title=\" preprint\"\n\t     class=\"bibbase_icon\"\n         ><span class=\"bibbase_icon_text\"> preprint</span></a>\n  &nbsp;\n  \n\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/bouadjenek-sanner-du-relevanceandinterfacedrivenclusteringforvisualinformationretrieval-2020\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n  &nbsp;\n  <span class=\"bibbase_stats_paper\" style=\"color: #777;\">\n    <span>54 downloads</span>\n  </span>\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('bouadjenek-sanner-du-relevanceandinterfacedrivenclusteringforvisualinformationretrieval-2020')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@article{sanner:is20,\n  author = {Mohamed Reda Bouadjenek and Scott Sanner and Yihao Du},\n  title = {Relevance- and Interface-driven Clustering for Visual Information Retrieval},\n  journal = {Information Systems},\n  volume = {94},\n  pages = {101592},\n  year = {2020},\n  month = {December},\n  url_url = {http://www.sciencedirect.com/science/article/pii/S0306437920300752},\n  url_paper = {https://rbouadjenek.github.io/papers/IS_101592.pdf},\n  url_preprint = {https://ssanner.github.io/papers/is20_reldclust.pdf}\n}\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n  <div class=\"bibbase_paper\" id=\"olson-zhang-calderonfigueroa-yakubov-sanner-silver-arribasbel-classificationandregressionviaintegeroptimizationforneighborhoodchange-2020\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  <a href=\"https://ssanner.github.io/papers/gean20_crionc.pdf\"\n     onclick=\"return trackOutboundLink('publications', 'click', 'olson-zhang-calderonfigueroa-yakubov-sanner-silver-arribasbel-classificationandregressionviaintegeroptimizationforneighborhoodchange-2020', 'https://ssanner.github.io/papers/gean20_crionc.pdf', event);\">\n    Classification and Regression via Integer Optimization for Neighborhood Change.\n  </a>\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  Olson, A. W.; Zhang, K.; Calderon-Figueroa, F.; Yakubov, R.; <a class=\"bibbase author link\" href=\"https://d3m.mie.utoronto.ca/publications/\">Sanner, S.</a>; Silver, D.;  and Arribas-Bel, D.\n</span>\n\n  \n\n</span>\n\n  <i>Geographical Analysis</i>.  2020.\n  <span class=\"note\"></span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n  <a href=\"https://onlinelibrary.wiley.com/doi/abs/10.1111/gean.12252\"\n     onclick=\"log_download('olson-zhang-calderonfigueroa-yakubov-sanner-silver-arribasbel-classificationandregressionviaintegeroptimizationforneighborhoodchange-2020', 'https://onlinelibrary.wiley.com/doi/abs/10.1111/gean.12252', event.ctrlKey, event)\">\n    <img src=\"//bibbase.org/img/filetypes/link.svg\"\n\t     alt=\"Classification and Regression via Integer Optimization for Neighborhood Change [link]\"\n       title=\" url\"\n\t     class=\"bibbase_icon\"\n         ><span class=\"bibbase_icon_text\"> url</span></a>\n  &nbsp;\n  \n  <a href=\"https://ssanner.github.io/papers/gean20_crionc.pdf\"\n     onclick=\"log_download('olson-zhang-calderonfigueroa-yakubov-sanner-silver-arribasbel-classificationandregressionviaintegeroptimizationforneighborhoodchange-2020', 'https://ssanner.github.io/papers/gean20_crionc.pdf', event.ctrlKey, event)\">\n    <img src=\"//bibbase.org/img/filetypes/pdf.svg\"\n\t     alt=\"Classification and Regression via Integer Optimization for Neighborhood Change [pdf]\"\n       title=\" paper\"\n\t     class=\"bibbase_icon\"\n         ><span class=\"bibbase_icon_text\"> paper</span></a>\n  &nbsp;\n  \n\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/olson-zhang-calderonfigueroa-yakubov-sanner-silver-arribasbel-classificationandregressionviaintegeroptimizationforneighborhoodchange-2020\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n  &nbsp;\n  <span class=\"bibbase_stats_paper\" style=\"color: #777;\">\n    <span>32 downloads</span>\n  </span>\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('olson-zhang-calderonfigueroa-yakubov-sanner-silver-arribasbel-classificationandregressionviaintegeroptimizationforneighborhoodchange-2020')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@article{sanner:gean20,\n  author = {Olson, Alexander W. and Zhang, Kexin and Calderon-Figueroa, Fernando and Yakubov, Ronen and Sanner, Scott and Silver, Daniel and Arribas-Bel, Dani},\n  title = {Classification and Regression via Integer Optimization for Neighborhood Change},\n  journal = {Geographical Analysis},\n  publisher = {Wiley-Blackwell},\n  year = {2020},\n  url_url = {https://onlinelibrary.wiley.com/doi/abs/10.1111/gean.12252},\n  url_paper = {https://ssanner.github.io/papers/gean20_crionc.pdf}\n}\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n  <div class=\"bibbase_paper\" id=\"huchuk-obrien-sanner-exploringsmartthermostatusersscheduleoverridebehaviorsandtheenergyconsequences-2020\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  <a href=\"https://doi.org/10.1080/23744731.2020.1814668\"\n     onclick=\"return trackOutboundLink('publications', 'click', 'huchuk-obrien-sanner-exploringsmartthermostatusersscheduleoverridebehaviorsandtheenergyconsequences-2020', 'https://doi.org/10.1080/23744731.2020.1814668', event);\">\n    Exploring smart thermostat users' schedule override behaviors and the energy consequences.\n  </a>\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  Huchuk, B.; O'Brien, W.;  and <a class=\"bibbase author link\" href=\"https://d3m.mie.utoronto.ca/publications/\">Sanner, S.</a>\n</span>\n\n  \n\n</span>\n\n  <i>Science and Technology for the Built Environment</i>.  2020.\n  <span class=\"note\"></span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n  <a href=\"https://doi.org/10.1080/23744731.2020.1814668\"\n     onclick=\"log_download('huchuk-obrien-sanner-exploringsmartthermostatusersscheduleoverridebehaviorsandtheenergyconsequences-2020', 'https://doi.org/10.1080/23744731.2020.1814668', event.ctrlKey, event)\">\n    <img src=\"//bibbase.org/img/filetypes/link.svg\"\n\t     alt=\"Exploring smart thermostat users&#x27; schedule override behaviors and the energy consequences [link]\"\n       title=\" url\"\n\t     class=\"bibbase_icon\"\n         ><span class=\"bibbase_icon_text\"> url</span></a>\n  &nbsp;\n  \n\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/huchuk-obrien-sanner-exploringsmartthermostatusersscheduleoverridebehaviorsandtheenergyconsequences-2020\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n  &nbsp;\n  <span class=\"bibbase_stats_paper\" style=\"color: #777;\">\n    <span>8 downloads</span>\n  </span>\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('huchuk-obrien-sanner-exploringsmartthermostatusersscheduleoverridebehaviorsandtheenergyconsequences-2020')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@article{sanner:stbe20,\n  author = {Brent Huchuk and William O&#x27;Brien and Scott Sanner},\n  title = {Exploring smart thermostat users&#x27; schedule override behaviors and the energy consequences},\n  journal = {Science and Technology for the Built Environment},\n  year  = {2020},\n  publisher = {Taylor &amp; Francis},\n  url_url = {https://doi.org/10.1080/23744731.2020.1814668}\n}\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n  <div class=\"bibbase_paper\" id=\"sovilj-budnarain-sanner-salmon-rao-acomparativeevaluationofunsuperviseddeeparchitecturesforintrusiondetectioninsequentialdatastreams-2020\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  <a href=\"https://ssanner.github.io/papers/eswa20_deepanomaly.pdf\"\n     onclick=\"return trackOutboundLink('publications', 'click', 'sovilj-budnarain-sanner-salmon-rao-acomparativeevaluationofunsuperviseddeeparchitecturesforintrusiondetectioninsequentialdatastreams-2020', 'https://ssanner.github.io/papers/eswa20_deepanomaly.pdf', event);\">\n    A Comparative Evaluation of Unsupervised Deep Architectures for Intrusion Detection in Sequential Data Streams.\n  </a>\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  Sovilj, D.; Budnarain, P.; <a class=\"bibbase author link\" href=\"https://d3m.mie.utoronto.ca/publications/\">Sanner, S.</a>; Salmon, G.;  and Rao, M.\n</span>\n\n  \n\n</span>\n\n  <i>Expert Systems With Applications</i>, 159: 113577. November 2020.\n  <span class=\"note\"></span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n  <a href=\"https://ssanner.github.io/papers/eswa20_deepanomaly.pdf\"\n     onclick=\"log_download('sovilj-budnarain-sanner-salmon-rao-acomparativeevaluationofunsuperviseddeeparchitecturesforintrusiondetectioninsequentialdatastreams-2020', 'https://ssanner.github.io/papers/eswa20_deepanomaly.pdf', event.ctrlKey, event)\">\n    <img src=\"//bibbase.org/img/filetypes/pdf.svg\"\n\t     alt=\"A Comparative Evaluation of Unsupervised Deep Architectures for Intrusion Detection in Sequential Data Streams [pdf]\"\n       title=\" paper\"\n\t     class=\"bibbase_icon\"\n         ><span class=\"bibbase_icon_text\"> paper</span></a>\n  &nbsp;\n  \n\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/sovilj-budnarain-sanner-salmon-rao-acomparativeevaluationofunsuperviseddeeparchitecturesforintrusiondetectioninsequentialdatastreams-2020\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n  &nbsp;\n  <span class=\"bibbase_stats_paper\" style=\"color: #777;\">\n    <span>74 downloads</span>\n  </span>\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('sovilj-budnarain-sanner-salmon-rao-acomparativeevaluationofunsuperviseddeeparchitecturesforintrusiondetectioninsequentialdatastreams-2020')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@article{sanner:eswa20,\n  author = {Du\\v{s}an Sovilj and Paul Budnarain and Scott Sanner and Geoff Salmon and Mohan Rao},\n  title = {A Comparative Evaluation of Unsupervised Deep Architectures for Intrusion Detection in Sequential Data Streams},\n  journal = {Expert Systems With Applications},\n  publisher = {Elsevier},\n  year = {2020},\n  volume = {159},\n  pages = {113577},\n  month = {November},\n  url_paper = {https://ssanner.github.io/papers/eswa20_deepanomaly.pdf}\n}\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n  <div class=\"bibbase_paper\" id=\"khardon-sanner-stochasticplanningandliftedinference-2020\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  <a href=\"https://arxiv.org/abs/1701.01048\"\n     onclick=\"return trackOutboundLink('publications', 'click', 'khardon-sanner-stochasticplanningandliftedinference-2020', 'https://arxiv.org/abs/1701.01048', event);\">\n    Stochastic Planning and Lifted Inference.\n  </a>\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  Khardon, R.;  and <a class=\"bibbase author link\" href=\"https://d3m.mie.utoronto.ca/publications/\">Sanner, S.</a>\n</span>\n\n  \n\n</span>\n\n  In Van den Broeck, G.; Kersting, K.; Natarajan, S.;  and Poole, D., editor(s), <i>An Introduction to Lifted Probabilistic Inference</i>, 16. MIT Press, Cambridge, MA,  2020.\n  <span class=\"note\">In press.</span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n  <a href=\"https://arxiv.org/abs/1701.01048\"\n     onclick=\"log_download('khardon-sanner-stochasticplanningandliftedinference-2020', 'https://arxiv.org/abs/1701.01048', event.ctrlKey, event)\">\n    <img src=\"//bibbase.org/img/filetypes/link.svg\"\n\t     alt=\"Stochastic Planning and Lifted Inference [link]\"\n       title=\" chapter\"\n\t     class=\"bibbase_icon\"\n         ><span class=\"bibbase_icon_text\"> chapter</span></a>\n  &nbsp;\n  \n\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/khardon-sanner-stochasticplanningandliftedinference-2020\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n  &nbsp;\n  <span class=\"bibbase_stats_paper\" style=\"color: #777;\">\n    <span>7 downloads</span>\n  </span>\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('khardon-sanner-stochasticplanningandliftedinference-2020')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@incollection{sanner:liftedinf20,\n  author       = {Roni Khardon and Scott Sanner}, \n  title        = {Stochastic Planning and Lifted Inference},\n  booktitle    = {An Introduction to Lifted Probabilistic Inference},\n  publisher    = {MIT Press},\n  year         = {2020},\n  editor       = {Guy {Van den Broeck} and Kristian Kersting and Sriraam Natarajan and David Poole},\n  chapter      = {16},\n  address      = {Cambridge, MA},\n  url_chapter  = {https://arxiv.org/abs/1701.01048},\n  note         = {In press.}\n}\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n\n\n\n    </div>\n  </div>\n\n  <div class=\"bibbase_group_whole\" id=\"group_2019\">\n    <div class=\"bibbase_group\"\n      onclick=\"toggleGroup('group_2019')\"\n      onkeypress=\"toggleGroup('group_2019')\"\n      tabindex=\"0\">\n      <i class=\"fa fa-angle-down bibbase_group_head_icon\"></i>&nbsp;\n      <span>2019</span>\n      <span class=\"bibbase_group_count\">\n        \n        (11)\n        \n      </span>\n    </div>\n    <div class=\"bibbase_group_body\">\n      \n  \n  <div class=\"bibbase_paper\" id=\"wu-luo-sanner-soh-deeplanguagebasedcritiquingforrecommendersystems-2019\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  <a href=\"https://ssanner.github.io/papers/recsys19_deepcrit.pdf\"\n     onclick=\"return trackOutboundLink('publications', 'click', 'wu-luo-sanner-soh-deeplanguagebasedcritiquingforrecommendersystems-2019', 'https://ssanner.github.io/papers/recsys19_deepcrit.pdf', event);\">\n    Deep Language-based Critiquing for Recommender Systems.\n  </a>\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  Wu, G.; Luo, K.; <a class=\"bibbase author link\" href=\"https://d3m.mie.utoronto.ca/publications/\">Sanner, S.</a>;  and Soh, H.\n</span>\n\n  \n\n</span>\n\n  In <i>Proceedings of the 13th ACM Conference on Recommender Systems (RecSys-19)</i>, Copenhagen, Denmark,  2019. \n  <span class=\"note\"></span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n  <a href=\"https://ssanner.github.io/papers/recsys19_deepcrit.pdf\"\n     onclick=\"log_download('wu-luo-sanner-soh-deeplanguagebasedcritiquingforrecommendersystems-2019', 'https://ssanner.github.io/papers/recsys19_deepcrit.pdf', event.ctrlKey, event)\">\n    <img src=\"//bibbase.org/img/filetypes/pdf.svg\"\n\t     alt=\"Deep Language-based Critiquing for Recommender Systems [pdf]\"\n       title=\" paper\"\n\t     class=\"bibbase_icon\"\n         ><span class=\"bibbase_icon_text\"> paper</span></a>\n  &nbsp;\n  \n  <a href=\"https://ssanner.github.io/papers/recsys19_deepcrit_appendix.pdf\"\n     onclick=\"log_download('wu-luo-sanner-soh-deeplanguagebasedcritiquingforrecommendersystems-2019', 'https://ssanner.github.io/papers/recsys19_deepcrit_appendix.pdf', event.ctrlKey, event)\">\n    <img src=\"//bibbase.org/img/filetypes/pdf.svg\"\n\t     alt=\"Deep Language-based Critiquing for Recommender Systems [pdf]\"\n       title=\" appendix\"\n\t     class=\"bibbase_icon\"\n         ><span class=\"bibbase_icon_text\"> appendix</span></a>\n  &nbsp;\n  \n\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/wu-luo-sanner-soh-deeplanguagebasedcritiquingforrecommendersystems-2019\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n  &nbsp;\n  <span class=\"bibbase_stats_paper\" style=\"color: #777;\">\n    <span>70 downloads</span>\n  </span>\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('wu-luo-sanner-soh-deeplanguagebasedcritiquingforrecommendersystems-2019')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@inproceedings{sanner:recsys19,\n  author = {Ga Wu and Kai Luo and Scott Sanner and Harold Soh},\n  title = {Deep Language-based Critiquing for Recommender Systems},\n  year = {2019},\n  booktitle = {Proceedings of the 13th {ACM} Conference on Recommender Systems ({RecSys-19})},\n  address = {Copenhagen, Denmark},\n  url_paper = {https://ssanner.github.io/papers/recsys19_deepcrit.pdf},\n  url_appendix = {https://ssanner.github.io/papers/recsys19_deepcrit_appendix.pdf}\n}\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n  <div class=\"bibbase_paper\" id=\"say-sanner-thiebaux-rewardpotentialsforplanningwithlearnedneuralnetworktransitionmodels-2019\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  <a href=\"https://ssanner.github.io/papers/cp19_rewpotplan.pdf\"\n     onclick=\"return trackOutboundLink('publications', 'click', 'say-sanner-thiebaux-rewardpotentialsforplanningwithlearnedneuralnetworktransitionmodels-2019', 'https://ssanner.github.io/papers/cp19_rewpotplan.pdf', event);\">\n    Reward Potentials for Planning with Learned Neural Network Transition Models.\n  </a>\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  Say, B.; <a class=\"bibbase author link\" href=\"https://d3m.mie.utoronto.ca/publications/\">Sanner, S.</a>;  and Thiebaux, S.\n</span>\n\n  \n\n</span>\n\n  In <i>Proceedings of the 25th International Conference on Principles and Practice of Constraint Programming (CP-19)</i>, Stamford, USA,  2019. \n  <span class=\"note\"></span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n  <a href=\"https://ssanner.github.io/papers/cp19_rewpotplan.pdf\"\n     onclick=\"log_download('say-sanner-thiebaux-rewardpotentialsforplanningwithlearnedneuralnetworktransitionmodels-2019', 'https://ssanner.github.io/papers/cp19_rewpotplan.pdf', event.ctrlKey, event)\">\n    <img src=\"//bibbase.org/img/filetypes/pdf.svg\"\n\t     alt=\"Reward Potentials for Planning with Learned Neural Network Transition Models [pdf]\"\n       title=\" paper\"\n\t     class=\"bibbase_icon\"\n         ><span class=\"bibbase_icon_text\"> paper</span></a>\n  &nbsp;\n  \n\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/say-sanner-thiebaux-rewardpotentialsforplanningwithlearnedneuralnetworktransitionmodels-2019\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n  &nbsp;\n  <span class=\"bibbase_stats_paper\" style=\"color: #777;\">\n    <span>11 downloads</span>\n  </span>\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('say-sanner-thiebaux-rewardpotentialsforplanningwithlearnedneuralnetworktransitionmodels-2019')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@inproceedings{sanner:cp19,\n  author = {Buser Say and Scott Sanner and Sylvie Thiebaux},\n  title = {Reward Potentials for Planning with Learned Neural Network Transition Models},\n  year = {2019},\n  booktitle = {Proceedings of the 25th International Conference on Principles and Practice of Constraint Programming ({CP-19})},\n  address = {Stamford, USA},\n  url_paper = {https://ssanner.github.io/papers/cp19_rewpotplan.pdf}\n}\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n  <div class=\"bibbase_paper\" id=\"gimelfarb-sanner-lee-epsilonbmcabayesianensembleapproachtoepsilongreedyexplorationinmodelfreereinforcementlearning-2019\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  <a href=\"https://ssanner.github.io/papers/uai19_epsbmc.pdf\"\n     onclick=\"return trackOutboundLink('publications', 'click', 'gimelfarb-sanner-lee-epsilonbmcabayesianensembleapproachtoepsilongreedyexplorationinmodelfreereinforcementlearning-2019', 'https://ssanner.github.io/papers/uai19_epsbmc.pdf', event);\">\n    Epsilon-BMC: A Bayesian Ensemble Approach to Epsilon-Greedy Exploration in Model-Free Reinforcement Learning.\n  </a>\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  Gimelfarb, M.; <a class=\"bibbase author link\" href=\"https://d3m.mie.utoronto.ca/publications/\">Sanner, S.</a>;  and Lee, C.\n</span>\n\n  \n\n</span>\n\n  In <i>Proceedings of the 35th Conference on Uncertainty in Artificial Intelligence (UAI-19)</i>, Tel Aviv, Israel,  2019. \n  <span class=\"note\"></span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n  <a href=\"https://ssanner.github.io/papers/uai19_epsbmc.pdf\"\n     onclick=\"log_download('gimelfarb-sanner-lee-epsilonbmcabayesianensembleapproachtoepsilongreedyexplorationinmodelfreereinforcementlearning-2019', 'https://ssanner.github.io/papers/uai19_epsbmc.pdf', event.ctrlKey, event)\">\n    <img src=\"//bibbase.org/img/filetypes/pdf.svg\"\n\t     alt=\"Epsilon-BMC: A Bayesian Ensemble Approach to Epsilon-Greedy Exploration in Model-Free Reinforcement Learning [pdf]\"\n       title=\" paper\"\n\t     class=\"bibbase_icon\"\n         ><span class=\"bibbase_icon_text\"> paper</span></a>\n  &nbsp;\n  \n\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/gimelfarb-sanner-lee-epsilonbmcabayesianensembleapproachtoepsilongreedyexplorationinmodelfreereinforcementlearning-2019\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n  &nbsp;\n  <span class=\"bibbase_stats_paper\" style=\"color: #777;\">\n    <span>6 downloads</span>\n  </span>\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('gimelfarb-sanner-lee-epsilonbmcabayesianensembleapproachtoepsilongreedyexplorationinmodelfreereinforcementlearning-2019')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@inproceedings{sanner:uai19,\n  author = {Michael Gimelfarb and Scott Sanner and Chi-Guhn Lee},\n  title = {Epsilon-BMC: A Bayesian Ensemble Approach to Epsilon-Greedy Exploration in Model-Free Reinforcement Learning},\n  year = {2019},\n  booktitle = {Proceedings of the 35th Conference on Uncertainty in Artificial Intelligence ({UAI-19})},\n  address = {Tel Aviv, Israel},\n  url_paper = {https://ssanner.github.io/papers/uai19_epsbmc.pdf}\n}\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n  <div class=\"bibbase_paper\" id=\"bueno-debarros-maua-sanner-deepreactivepoliciesforplanninginstochasticnonlineardomains-2019\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  <a href=\"https://ssanner.github.io/papers/aaai19_drp.pdf\"\n     onclick=\"return trackOutboundLink('publications', 'click', 'bueno-debarros-maua-sanner-deepreactivepoliciesforplanninginstochasticnonlineardomains-2019', 'https://ssanner.github.io/papers/aaai19_drp.pdf', event);\">\n    Deep Reactive Policies for Planning in Stochastic Nonlinear Domains.\n  </a>\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  Bueno, T.; de Barros, L. N.; Maua, D.;  and <a class=\"bibbase author link\" href=\"https://d3m.mie.utoronto.ca/publications/\">Sanner, S.</a>\n</span>\n\n  \n\n</span>\n\n  In <i>Proceedings of the 33rd AAAI Conference on Artificial Intelligence (AAAI-19)</i>, Honolulu, USA,  2019. \n  <span class=\"note\"></span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n  <a href=\"https://ssanner.github.io/papers/aaai19_drp.pdf\"\n     onclick=\"log_download('bueno-debarros-maua-sanner-deepreactivepoliciesforplanninginstochasticnonlineardomains-2019', 'https://ssanner.github.io/papers/aaai19_drp.pdf', event.ctrlKey, event)\">\n    <img src=\"//bibbase.org/img/filetypes/pdf.svg\"\n\t     alt=\"Deep Reactive Policies for Planning in Stochastic Nonlinear Domains [pdf]\"\n       title=\" paper\"\n\t     class=\"bibbase_icon\"\n         ><span class=\"bibbase_icon_text\"> paper</span></a>\n  &nbsp;\n  \n\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/bueno-debarros-maua-sanner-deepreactivepoliciesforplanninginstochasticnonlineardomains-2019\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n  &nbsp;\n  <span class=\"bibbase_stats_paper\" style=\"color: #777;\">\n    <span>26 downloads</span>\n  </span>\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('bueno-debarros-maua-sanner-deepreactivepoliciesforplanninginstochasticnonlineardomains-2019')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@inproceedings{sanner:aaai19,\n  author = {Thiago Bueno and Leliane Nunes de Barros and Denis Maua and Scott Sanner},\n  title = {Deep Reactive Policies for Planning in Stochastic Nonlinear Domains},\n  year = {2019},\n  booktitle = {Proceedings of the 33rd {AAAI} Conference on Artificial Intelligence ({AAAI-19})},\n  address = {Honolulu, USA},\n  url_paper = {https://ssanner.github.io/papers/aaai19_drp.pdf}\n}\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n  <div class=\"bibbase_paper\" id=\"wu-volkovs-soon-sanner-rai-noisecontrastiveestimationforoneclasscollaborativefiltering-2019\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  <a href=\"https://ssanner.github.io/papers/sigir19_nceplrec.pdf\"\n     onclick=\"return trackOutboundLink('publications', 'click', 'wu-volkovs-soon-sanner-rai-noisecontrastiveestimationforoneclasscollaborativefiltering-2019', 'https://ssanner.github.io/papers/sigir19_nceplrec.pdf', event);\">\n    Noise Contrastive Estimation for One-Class Collaborative Filtering.\n  </a>\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  Wu, G.; Volkovs, M.; Soon, C. L.; <a class=\"bibbase author link\" href=\"https://d3m.mie.utoronto.ca/publications/\">Sanner, S.</a>;  and Rai, H.\n</span>\n\n  \n\n</span>\n\n  In <i>Proceedings of the 42nd International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR-19)</i>, Paris, France,  2019. \n  <span class=\"note\"></span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n  <a href=\"https://ssanner.github.io/papers/sigir19_nceplrec.pdf\"\n     onclick=\"log_download('wu-volkovs-soon-sanner-rai-noisecontrastiveestimationforoneclasscollaborativefiltering-2019', 'https://ssanner.github.io/papers/sigir19_nceplrec.pdf', event.ctrlKey, event)\">\n    <img src=\"//bibbase.org/img/filetypes/pdf.svg\"\n\t     alt=\"Noise Contrastive Estimation for One-Class Collaborative Filtering [pdf]\"\n       title=\" paper\"\n\t     class=\"bibbase_icon\"\n         ><span class=\"bibbase_icon_text\"> paper</span></a>\n  &nbsp;\n  \n\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/wu-volkovs-soon-sanner-rai-noisecontrastiveestimationforoneclasscollaborativefiltering-2019\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n  &nbsp;\n  <span class=\"bibbase_stats_paper\" style=\"color: #777;\">\n    <span>41 downloads</span>\n  </span>\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('wu-volkovs-soon-sanner-rai-noisecontrastiveestimationforoneclasscollaborativefiltering-2019')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@inproceedings{sanner:sigir19a,\n  author    = {Ga Wu and Maksims Volkovs and Chee Loong Soon and Scott Sanner and Himanshu Rai},\n  title     = {Noise Contrastive Estimation for One-Class Collaborative Filtering},\n  booktitle = {Proceedings of the 42nd International {ACM} {SIGIR} Conference on Research and Development in Information Retrieval {(SIGIR-19)}},\n  address   = {Paris, France},\n  year      = {2019},\n  url_paper = {https://ssanner.github.io/papers/sigir19_nceplrec.pdf}\n}\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n  <div class=\"bibbase_paper\" id=\"wu-bouadjenek-sanner-oneclasscollaborativefilteringwiththequeryablevariationalautoencoder-2019\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  <a href=\"https://ssanner.github.io/papers/sigir19_qvae.pdf\"\n     onclick=\"return trackOutboundLink('publications', 'click', 'wu-bouadjenek-sanner-oneclasscollaborativefilteringwiththequeryablevariationalautoencoder-2019', 'https://ssanner.github.io/papers/sigir19_qvae.pdf', event);\">\n    One-Class Collaborative Filtering with the Queryable Variational Autoencoder.\n  </a>\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  Wu, G.; Bouadjenek, M. R.;  and <a class=\"bibbase author link\" href=\"https://d3m.mie.utoronto.ca/publications/\">Sanner, S.</a>\n</span>\n\n  \n\n</span>\n\n  In <i>Proceedings of the 42nd International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR-19)</i>, Paris, France,  2019. \n  <span class=\"note\"></span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n  <a href=\"https://ssanner.github.io/papers/sigir19_qvae.pdf\"\n     onclick=\"log_download('wu-bouadjenek-sanner-oneclasscollaborativefilteringwiththequeryablevariationalautoencoder-2019', 'https://ssanner.github.io/papers/sigir19_qvae.pdf', event.ctrlKey, event)\">\n    <img src=\"//bibbase.org/img/filetypes/pdf.svg\"\n\t     alt=\"One-Class Collaborative Filtering with the Queryable Variational Autoencoder [pdf]\"\n       title=\" paper\"\n\t     class=\"bibbase_icon\"\n         ><span class=\"bibbase_icon_text\"> paper</span></a>\n  &nbsp;\n  \n  <a href=\"https://ssanner.github.io/papers/sigir19_qvae_appendix.pdf\"\n     onclick=\"log_download('wu-bouadjenek-sanner-oneclasscollaborativefilteringwiththequeryablevariationalautoencoder-2019', 'https://ssanner.github.io/papers/sigir19_qvae_appendix.pdf', event.ctrlKey, event)\">\n    <img src=\"//bibbase.org/img/filetypes/pdf.svg\"\n\t     alt=\"One-Class Collaborative Filtering with the Queryable Variational Autoencoder [pdf]\"\n       title=\" appendix\"\n\t     class=\"bibbase_icon\"\n         ><span class=\"bibbase_icon_text\"> appendix</span></a>\n  &nbsp;\n  \n\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/wu-bouadjenek-sanner-oneclasscollaborativefilteringwiththequeryablevariationalautoencoder-2019\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n  &nbsp;\n  <span class=\"bibbase_stats_paper\" style=\"color: #777;\">\n    <span>23 downloads</span>\n  </span>\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('wu-bouadjenek-sanner-oneclasscollaborativefilteringwiththequeryablevariationalautoencoder-2019')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@inproceedings{sanner:sigir19b,\n  author    = {Ga Wu and Mohamed Reda Bouadjenek and Scott Sanner},\n  title     = {One-Class Collaborative Filtering with the Queryable Variational Autoencoder},\n  booktitle = {Proceedings of the 42nd International {ACM} {SIGIR} Conference on Research and Development in Information Retrieval {(SIGIR-19)}},\n  address   = {Paris, France},\n  year      = {2019},\n  url_paper = {https://ssanner.github.io/papers/sigir19_qvae.pdf},\n  url_appendix = {https://ssanner.github.io/papers/sigir19_qvae_appendix.pdf}\n}\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n  <div class=\"bibbase_paper\" id=\"say-sanner-metrichybridfactoredplanninginnonlineardomainswithconstraintgeneration-2019\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  <a href=\"https://ssanner.github.io/papers/cpaior19_scipplan.pdf\"\n     onclick=\"return trackOutboundLink('publications', 'click', 'say-sanner-metrichybridfactoredplanninginnonlineardomainswithconstraintgeneration-2019', 'https://ssanner.github.io/papers/cpaior19_scipplan.pdf', event);\">\n    Metric Hybrid Factored Planning in Nonlinear Domains with Constraint Generation.\n  </a>\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  <a class=\"bibbase author link\" href=\"https://saybuser.github.io/publications\">Say, B.</a>;  and <a class=\"bibbase author link\" href=\"https://d3m.mie.utoronto.ca/publications/\">Sanner, S.</a>\n</span>\n\n  \n\n</span>\n\n  In <i>Proceedings of the 16th International Conference on the Integration of Constraint Programming, Artificial Intelligence, and Operations Research (CPAIOR-19)</i>, Thessaloniki, Greece,  2019. \n  <span class=\"note\"></span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n  <a href=\"https://ssanner.github.io/papers/cpaior19_scipplan.pdf\"\n     onclick=\"log_download('say-sanner-metrichybridfactoredplanninginnonlineardomainswithconstraintgeneration-2019', 'https://ssanner.github.io/papers/cpaior19_scipplan.pdf', event.ctrlKey, event)\">\n    <img src=\"//bibbase.org/img/filetypes/pdf.svg\"\n\t     alt=\"Metric Hybrid Factored Planning in Nonlinear Domains with Constraint Generation [pdf]\"\n       title=\" paper\"\n\t     class=\"bibbase_icon\"\n         ><span class=\"bibbase_icon_text\"> paper</span></a>\n  &nbsp;\n  \n\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/say-sanner-metrichybridfactoredplanninginnonlineardomainswithconstraintgeneration-2019\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n  &nbsp;\n  <span class=\"bibbase_stats_paper\" style=\"color: #777;\">\n    <span>15 downloads</span>\n  </span>\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('say-sanner-metrichybridfactoredplanninginnonlineardomainswithconstraintgeneration-2019')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@inproceedings{sanner:cpaior19,\n  author = {Buser Say and Scott Sanner},\n  year = {2019},\n  title = {Metric Hybrid Factored Planning in Nonlinear Domains with Constraint Generation},\n  booktitle = {Proceedings of the 16th International Conference on the Integration of Constraint Programming, Artificial Intelligence, and Operations Research ({CPAIOR-19})},\n  address = {Thessaloniki, Greece},\n  url_paper = {https://ssanner.github.io/papers/cpaior19_scipplan.pdf}\n}\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n  <div class=\"bibbase_paper\" id=\"wang-wu-bouadjenek-sanner-su-zhang-anovelregularizerfortemporallystablelearningwithanapplicationtotwittertopicclassification-2019\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  <a href=\"https://ssanner.github.io/papers/sdm19_tempreg.pdf\"\n     onclick=\"return trackOutboundLink('publications', 'click', 'wang-wu-bouadjenek-sanner-su-zhang-anovelregularizerfortemporallystablelearningwithanapplicationtotwittertopicclassification-2019', 'https://ssanner.github.io/papers/sdm19_tempreg.pdf', event);\">\n    A Novel Regularizer for Temporally Stable Learning with an Application to Twitter Topic Classification.\n  </a>\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  Wang, Y.; Wu, G.; Bouadjenek, M. R.; <a class=\"bibbase author link\" href=\"https://d3m.mie.utoronto.ca/publications/\">Sanner, S.</a>; Su, S.;  and Zhang, Z.\n</span>\n\n  \n\n</span>\n\n  In <i>Proceedings of the SIAM International Conference on Data Mining (SDM-19)</i>, Calgary, Canada,  2019. \n  <span class=\"note\"></span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n  <a href=\"https://ssanner.github.io/papers/sdm19_tempreg.pdf\"\n     onclick=\"log_download('wang-wu-bouadjenek-sanner-su-zhang-anovelregularizerfortemporallystablelearningwithanapplicationtotwittertopicclassification-2019', 'https://ssanner.github.io/papers/sdm19_tempreg.pdf', event.ctrlKey, event)\">\n    <img src=\"//bibbase.org/img/filetypes/pdf.svg\"\n\t     alt=\"A Novel Regularizer for Temporally Stable Learning with an Application to Twitter Topic Classification [pdf]\"\n       title=\" paper\"\n\t     class=\"bibbase_icon\"\n         ><span class=\"bibbase_icon_text\"> paper</span></a>\n  &nbsp;\n  \n\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/wang-wu-bouadjenek-sanner-su-zhang-anovelregularizerfortemporallystablelearningwithanapplicationtotwittertopicclassification-2019\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n  &nbsp;\n  <span class=\"bibbase_stats_paper\" style=\"color: #777;\">\n    <span>15 downloads</span>\n  </span>\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('wang-wu-bouadjenek-sanner-su-zhang-anovelregularizerfortemporallystablelearningwithanapplicationtotwittertopicclassification-2019')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@inproceedings{sanner:sdm19,\n  author   = {Yakun Wang and Ga Wu and Mohamed Reda Bouadjenek and Scott Sanner and Sen Su and Zhongbao Zhang},\n  title    = {A Novel Regularizer for Temporally Stable Learning with an Application to Twitter Topic Classification},\n  booktitle = {Proceedings of the SIAM International Conference on Data Mining ({SDM-19})},\n  address   = {Calgary, Canada},\n  year      = {2019},\n  url_paper = {https://ssanner.github.io/papers/sdm19_tempreg.pdf}\n}  \n\n</pre>\n</div>\n\n\n\n</div>\n\n\n  <div class=\"bibbase_paper\" id=\"zhang-sanner-bouadjenek-gupta-bayesiannetworksfordataintegrationintheabsenceofforeignkeys-2019\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  <a href=\"https://ssanner.github.io/papers/tkde19_bnfusion.pdf\"\n     onclick=\"return trackOutboundLink('publications', 'click', 'zhang-sanner-bouadjenek-gupta-bayesiannetworksfordataintegrationintheabsenceofforeignkeys-2019', 'https://ssanner.github.io/papers/tkde19_bnfusion.pdf', event);\">\n    Bayesian Networks for Data Integration in the Absence of Foreign Keys.\n  </a>\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  Zhang, B.; <a class=\"bibbase author link\" href=\"https://d3m.mie.utoronto.ca/publications/\">Sanner, S.</a>; Bouadjenek, M. R.;  and Gupta, S.\n</span>\n\n  \n\n</span>\n\n  <i>IEEE Transactions on Knowledge and Data Engineering (TKDE)</i>, 32(4): 803–808.  2019.\n  <span class=\"note\"></span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n  <a href=\"https://ssanner.github.io/papers/tkde19_bnfusion.pdf\"\n     onclick=\"log_download('zhang-sanner-bouadjenek-gupta-bayesiannetworksfordataintegrationintheabsenceofforeignkeys-2019', 'https://ssanner.github.io/papers/tkde19_bnfusion.pdf', event.ctrlKey, event)\">\n    <img src=\"//bibbase.org/img/filetypes/pdf.svg\"\n\t     alt=\"Bayesian Networks for Data Integration in the Absence of Foreign Keys [pdf]\"\n       title=\" paper\"\n\t     class=\"bibbase_icon\"\n         ><span class=\"bibbase_icon_text\"> paper</span></a>\n  &nbsp;\n  \n  <a href=\"https://ssanner.github.io/papers/tkde19_bnfusion_supp.pdf\"\n     onclick=\"log_download('zhang-sanner-bouadjenek-gupta-bayesiannetworksfordataintegrationintheabsenceofforeignkeys-2019', 'https://ssanner.github.io/papers/tkde19_bnfusion_supp.pdf', event.ctrlKey, event)\">\n    <img src=\"//bibbase.org/img/filetypes/pdf.svg\"\n\t     alt=\"Bayesian Networks for Data Integration in the Absence of Foreign Keys [pdf]\"\n       title=\" appendix\"\n\t     class=\"bibbase_icon\"\n         ><span class=\"bibbase_icon_text\"> appendix</span></a>\n  &nbsp;\n  \n\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/zhang-sanner-bouadjenek-gupta-bayesiannetworksfordataintegrationintheabsenceofforeignkeys-2019\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n  &nbsp;\n  <span class=\"bibbase_stats_paper\" style=\"color: #777;\">\n    <span>19 downloads</span>\n  </span>\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('zhang-sanner-bouadjenek-gupta-bayesiannetworksfordataintegrationintheabsenceofforeignkeys-2019')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@article{sanner:tkde19,\n  author = {Bohan Zhang and Scott Sanner and Mohamed Reda Bouadjenek and Shagun Gupta},\n  title = {Bayesian Networks for Data Integration in the Absence of Foreign Keys},\n  journal = {IEEE Transactions on Knowledge and Data Engineering (TKDE)},\n  year = {2019},\n  volume = {32},\n  number = {4},\n  pages = {803--808},\n  url_paper = {https://ssanner.github.io/papers/tkde19_bnfusion.pdf},\n  url_appendix = {https://ssanner.github.io/papers/tkde19_bnfusion_supp.pdf}\n}\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n  <div class=\"bibbase_paper\" id=\"huchuk-sanner-obrien-comparisonofmachinelearningmodelsforoccupancypredictioninresidentialbuildingsusingconnectedthermostatdata-2019\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  <a href=\"https://www.sciencedirect.com/science/article/abs/pii/S0360132319303877\"\n     onclick=\"return trackOutboundLink('publications', 'click', 'huchuk-sanner-obrien-comparisonofmachinelearningmodelsforoccupancypredictioninresidentialbuildingsusingconnectedthermostatdata-2019', 'https://www.sciencedirect.com/science/article/abs/pii/S0360132319303877', event);\">\n    Comparison of machine learning models for occupancy prediction in residential buildings using connected thermostat data.\n  </a>\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  Huchuk, B.; <a class=\"bibbase author link\" href=\"https://d3m.mie.utoronto.ca/publications/\">Sanner, S.</a>;  and O'Brien, W.\n</span>\n\n  \n\n</span>\n\n  <i>Building and Environment</i>, 160: 106177. August 2019.\n  <span class=\"note\"></span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n  <a href=\"https://www.sciencedirect.com/science/article/abs/pii/S0360132319303877\"\n     onclick=\"log_download('huchuk-sanner-obrien-comparisonofmachinelearningmodelsforoccupancypredictioninresidentialbuildingsusingconnectedthermostatdata-2019', 'https://www.sciencedirect.com/science/article/abs/pii/S0360132319303877', event.ctrlKey, event)\">\n    <img src=\"//bibbase.org/img/filetypes/link.svg\"\n\t     alt=\"Comparison of machine learning models for occupancy prediction in residential buildings using connected thermostat data [link]\"\n       title=\" paper\"\n\t     class=\"bibbase_icon\"\n         ><span class=\"bibbase_icon_text\"> paper</span></a>\n  &nbsp;\n  \n\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/huchuk-sanner-obrien-comparisonofmachinelearningmodelsforoccupancypredictioninresidentialbuildingsusingconnectedthermostatdata-2019\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n  &nbsp;\n  <span class=\"bibbase_stats_paper\" style=\"color: #777;\">\n    <span>11 downloads</span>\n  </span>\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('huchuk-sanner-obrien-comparisonofmachinelearningmodelsforoccupancypredictioninresidentialbuildingsusingconnectedthermostatdata-2019')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@article{sanner:be19,\n\tauthor = {B. Huchuk and S. Sanner and W. O&#x27;Brien},\n\ttitle = {Comparison of machine learning models for occupancy prediction in residential buildings using connected thermostat data},\n\tyear = {2019},\n\tjournal = {Building and Environment},\n\tvolume = {160},\n\tpages = {106177},\n\tmonth = {August},\n\turl_paper = {https://www.sciencedirect.com/science/article/abs/pii/S0360132319303877}\n}\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n  <div class=\"bibbase_paper\" id=\"gupta-ko-azizi-bouadjenek-koh-chong-austin-sanner-evaluationofmachinelearningalgorithmsforpredictingreadmissionafteracutemyocardialinfarctionusingroutinelycollectedclinicaldata-2019\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  <a href=\"http://www.sciencedirect.com/science/article/pii/S0828282X19313583\"\n     onclick=\"return trackOutboundLink('publications', 'click', 'gupta-ko-azizi-bouadjenek-koh-chong-austin-sanner-evaluationofmachinelearningalgorithmsforpredictingreadmissionafteracutemyocardialinfarctionusingroutinelycollectedclinicaldata-2019', 'http://www.sciencedirect.com/science/article/pii/S0828282X19313583', event);\">\n    Evaluation of Machine Learning Algorithms for Predicting Readmission After Acute Myocardial Infarction Using Routinely Collected Clinical Data.\n  </a>\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  Gupta, S.; Ko, D. T.; Azizi, P.; Bouadjenek, M. R.; Koh, M.; Chong, A.; Austin, P. C.;  and <a class=\"bibbase author link\" href=\"https://d3m.mie.utoronto.ca/publications/\">Sanner, S.</a>\n</span>\n\n  \n\n</span>\n\n  <i>Canadian Journal of Cardiology</i>, 36: 878–885. June 2019.\n  <span class=\"note\"></span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n  <a href=\"http://www.sciencedirect.com/science/article/pii/S0828282X19313583\"\n     onclick=\"log_download('gupta-ko-azizi-bouadjenek-koh-chong-austin-sanner-evaluationofmachinelearningalgorithmsforpredictingreadmissionafteracutemyocardialinfarctionusingroutinelycollectedclinicaldata-2019', 'http://www.sciencedirect.com/science/article/pii/S0828282X19313583', event.ctrlKey, event)\">\n    <img src=\"//bibbase.org/img/filetypes/link.svg\"\n\t     alt=\"Evaluation of Machine Learning Algorithms for Predicting Readmission After Acute Myocardial Infarction Using Routinely Collected Clinical Data [link]\"\n       title=\" paper\"\n\t     class=\"bibbase_icon\"\n         ><span class=\"bibbase_icon_text\"> paper</span></a>\n  &nbsp;\n  \n\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/gupta-ko-azizi-bouadjenek-koh-chong-austin-sanner-evaluationofmachinelearningalgorithmsforpredictingreadmissionafteracutemyocardialinfarctionusingroutinelycollectedclinicaldata-2019\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n  &nbsp;\n  <span class=\"bibbase_stats_paper\" style=\"color: #777;\">\n    <span>7 downloads</span>\n  </span>\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('gupta-ko-azizi-bouadjenek-koh-chong-austin-sanner-evaluationofmachinelearningalgorithmsforpredictingreadmissionafteracutemyocardialinfarctionusingroutinelycollectedclinicaldata-2019')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@article{sanner:cjc19,\n\tauthor = {S. Gupta and D. T. Ko and P. Azizi and M. R. Bouadjenek and M. Koh and A. Chong and P. C. Austin and S. Sanner},\n\ttitle = {Evaluation of Machine Learning Algorithms for Predicting Readmission After Acute Myocardial Infarction Using Routinely Collected Clinical Data},\n\tjournal = {Canadian Journal of Cardiology},\n\tpublisher = {Elsevier},\n\tmonth = {June},\n\tyear = {2019},\n\tvolume = {36},\n\tissue = {6},\n\tpages = {878--885},\n\turl_paper = {http://www.sciencedirect.com/science/article/pii/S0828282X19313583}\n}\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n\n\n\n    </div>\n  </div>\n\n  <div class=\"bibbase_group_whole\" id=\"group_2018\">\n    <div class=\"bibbase_group\"\n      onclick=\"toggleGroup('group_2018')\"\n      onkeypress=\"toggleGroup('group_2018')\"\n      tabindex=\"0\">\n      <i class=\"fa fa-angle-down bibbase_group_head_icon\"></i>&nbsp;\n      <span>2018</span>\n      <span class=\"bibbase_group_count\">\n        \n        (10)\n        \n      </span>\n    </div>\n    <div class=\"bibbase_group_body\">\n      \n  \n  <div class=\"bibbase_paper\" id=\"gimelfarb-sanner-lee-reinforcementlearningwithmultipleexpertsabayesianmodelcombinationapproach-2018\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  <a href=\"https://ssanner.github.io/papers/nips18_bmcrs.pdf\"\n     onclick=\"return trackOutboundLink('publications', 'click', 'gimelfarb-sanner-lee-reinforcementlearningwithmultipleexpertsabayesianmodelcombinationapproach-2018', 'https://ssanner.github.io/papers/nips18_bmcrs.pdf', event);\">\n    Reinforcement Learning with Multiple Experts: A Bayesian Model Combination Approach.\n  </a>\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  Gimelfarb, M.; <a class=\"bibbase author link\" href=\"https://d3m.mie.utoronto.ca/publications/\">Sanner, S.</a>;  and Lee, C.\n</span>\n\n  \n\n</span>\n\n  In <i>Proceedings of the 32nd Annual Conference on Advances in Neural Information Processing Systems (NeurIPS-18)</i>, Montreal, QC, Canada,  2018. \n  <span class=\"note\"></span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n  <a href=\"https://ssanner.github.io/papers/nips18_bmcrs.pdf\"\n     onclick=\"log_download('gimelfarb-sanner-lee-reinforcementlearningwithmultipleexpertsabayesianmodelcombinationapproach-2018', 'https://ssanner.github.io/papers/nips18_bmcrs.pdf', event.ctrlKey, event)\">\n    <img src=\"//bibbase.org/img/filetypes/pdf.svg\"\n\t     alt=\"Reinforcement Learning with Multiple Experts: A Bayesian Model Combination Approach [pdf]\"\n       title=\" paper\"\n\t     class=\"bibbase_icon\"\n         ><span class=\"bibbase_icon_text\"> paper</span></a>\n  &nbsp;\n  \n\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/gimelfarb-sanner-lee-reinforcementlearningwithmultipleexpertsabayesianmodelcombinationapproach-2018\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n  &nbsp;\n  <span class=\"bibbase_stats_paper\" style=\"color: #777;\">\n    <span>16 downloads</span>\n  </span>\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('gimelfarb-sanner-lee-reinforcementlearningwithmultipleexpertsabayesianmodelcombinationapproach-2018')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@inproceedings{sanner:nips18,\n  author = {Michael Gimelfarb and Scott Sanner and Chi-Guhn Lee},\n  year = {2018},\n  title = {Reinforcement Learning with Multiple Experts: A Bayesian Model Combination Approach},\n  booktitle = {Proceedings of the 32nd Annual Conference on Advances in Neural Information Processing Systems ({NeurIPS-18})},\n  address = {Montreal, QC, Canada},\n  url_paper = {https://ssanner.github.io/papers/nips18_bmcrs.pdf} \n}  \n\n</pre>\n</div>\n\n\n\n</div>\n\n\n  <div class=\"bibbase_paper\" id=\"volkovs-rai-cheng-wu-lu-sanner-twostagemodelforautomaticplaylistcontinuationatscale-2018\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  <a href=\"https://ssanner.github.io/papers/recsys18_challenge.pdf\"\n     onclick=\"return trackOutboundLink('publications', 'click', 'volkovs-rai-cheng-wu-lu-sanner-twostagemodelforautomaticplaylistcontinuationatscale-2018', 'https://ssanner.github.io/papers/recsys18_challenge.pdf', event);\">\n    Two-stage Model for Automatic Playlist Continuation at Scale.\n  </a>\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  Volkovs, M.; Rai, H.; Cheng, Z.; Wu, G.; Lu, Y.;  and <a class=\"bibbase author link\" href=\"https://d3m.mie.utoronto.ca/publications/\">Sanner, S.</a>\n</span>\n\n  \n\n</span>\n\n  In <i>Proceedings of the ACM Recommender Systems Challenge 2018 (RecSys-18)</i>, Vancouver, BC, Canada,  2018. \n  <span class=\"note\">1st place in 2018 ACM RecSys Challenge.</span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n  <a href=\"https://ssanner.github.io/papers/recsys18_challenge.pdf\"\n     onclick=\"log_download('volkovs-rai-cheng-wu-lu-sanner-twostagemodelforautomaticplaylistcontinuationatscale-2018', 'https://ssanner.github.io/papers/recsys18_challenge.pdf', event.ctrlKey, event)\">\n    <img src=\"//bibbase.org/img/filetypes/pdf.svg\"\n\t     alt=\"Two-stage Model for Automatic Playlist Continuation at Scale [pdf]\"\n       title=\" paper\"\n\t     class=\"bibbase_icon\"\n         ><span class=\"bibbase_icon_text\"> paper</span></a>\n  &nbsp;\n  \n\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/volkovs-rai-cheng-wu-lu-sanner-twostagemodelforautomaticplaylistcontinuationatscale-2018\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n  &nbsp;\n  <span class=\"bibbase_stats_paper\" style=\"color: #777;\">\n    <span>6 downloads</span>\n  </span>\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('volkovs-rai-cheng-wu-lu-sanner-twostagemodelforautomaticplaylistcontinuationatscale-2018')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@inproceedings{sanner:recsys18b,\n  author = {Maksims Volkovs and Himanshu Rai and Zhaoyue Cheng and Ga Wu and Yichao Lu and Scott Sanner},\n  title = {Two-stage Model for Automatic Playlist Continuation at Scale},\n  booktitle = {Proceedings of the ACM Recommender Systems Challenge 2018 ({RecSys-18})},\n  year = {2018},\n  address = {Vancouver, BC, Canada},\n  note = {1st place in 2018 ACM RecSys Challenge.},\n  url_paper = {https://ssanner.github.io/papers/recsys18_challenge.pdf}\n}\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n  <div class=\"bibbase_paper\" id=\"zhou-wu-sanner-manggala-aestheticfeaturesforpersonalizedphotorecommendation-2018\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  <a href=\"https://ssanner.github.io/papers/recsys18_aesthetic.pdf\"\n     onclick=\"return trackOutboundLink('publications', 'click', 'zhou-wu-sanner-manggala-aestheticfeaturesforpersonalizedphotorecommendation-2018', 'https://ssanner.github.io/papers/recsys18_aesthetic.pdf', event);\">\n    Aesthetic Features for Personalized Photo Recommendation.\n  </a>\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  Zhou, Y. Q.; Wu, G.; <a class=\"bibbase author link\" href=\"https://d3m.mie.utoronto.ca/publications/\">Sanner, S.</a>;  and Manggala, P.\n</span>\n\n  \n\n</span>\n\n  In <i>Proceedings of the 12th ACM Conference on Recommender Systems (RecSys-18)</i>, Vancouver, BC, Canada,  2018. \n  <span class=\"note\"></span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n  <a href=\"https://ssanner.github.io/papers/recsys18_aesthetic.pdf\"\n     onclick=\"log_download('zhou-wu-sanner-manggala-aestheticfeaturesforpersonalizedphotorecommendation-2018', 'https://ssanner.github.io/papers/recsys18_aesthetic.pdf', event.ctrlKey, event)\">\n    <img src=\"//bibbase.org/img/filetypes/pdf.svg\"\n\t     alt=\"Aesthetic Features for Personalized Photo Recommendation [pdf]\"\n       title=\" paper\"\n\t     class=\"bibbase_icon\"\n         ><span class=\"bibbase_icon_text\"> paper</span></a>\n  &nbsp;\n  \n\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/zhou-wu-sanner-manggala-aestheticfeaturesforpersonalizedphotorecommendation-2018\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n  &nbsp;\n  <span class=\"bibbase_stats_paper\" style=\"color: #777;\">\n    <span>7 downloads</span>\n  </span>\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('zhou-wu-sanner-manggala-aestheticfeaturesforpersonalizedphotorecommendation-2018')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@inproceedings{sanner:recsys18a,\n  author = {Yu Qing Zhou and Ga Wu and Scott Sanner and Putra Manggala},\n  title = {Aesthetic Features for Personalized Photo Recommendation},\n  year = {2018},\n  booktitle = {Proceedings of the 12th ACM Conference on Recommender Systems ({RecSys-18})},\n  address = {Vancouver, BC, Canada},\n  url_paper = {https://ssanner.github.io/papers/recsys18_aesthetic.pdf}\n}\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n  <div class=\"bibbase_paper\" id=\"sovilj-sanner-soh-li-collaborativefilteringwithbehavioralmodels-2018\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  <a href=\"https://ssanner.github.io/papers/umap18_bbcf.pdf\"\n     onclick=\"return trackOutboundLink('publications', 'click', 'sovilj-sanner-soh-li-collaborativefilteringwithbehavioralmodels-2018', 'https://ssanner.github.io/papers/umap18_bbcf.pdf', event);\">\n    Collaborative Filtering with Behavioral Models.\n  </a>\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  Sovilj, D.; <a class=\"bibbase author link\" href=\"https://d3m.mie.utoronto.ca/publications/\">Sanner, S.</a>; Soh, H.;  and Li, H.\n</span>\n\n  \n\n</span>\n\n  In <i>Proceedings of the 26th Conference on User Modeling, Adaptation and Personalization (UMAP-18)</i>, Singapore,  2018. \n  <span class=\"note\"></span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n  <a href=\"https://ssanner.github.io/papers/umap18_bbcf.pdf\"\n     onclick=\"log_download('sovilj-sanner-soh-li-collaborativefilteringwithbehavioralmodels-2018', 'https://ssanner.github.io/papers/umap18_bbcf.pdf', event.ctrlKey, event)\">\n    <img src=\"//bibbase.org/img/filetypes/pdf.svg\"\n\t     alt=\"Collaborative Filtering with Behavioral Models [pdf]\"\n       title=\" paper\"\n\t     class=\"bibbase_icon\"\n         ><span class=\"bibbase_icon_text\"> paper</span></a>\n  &nbsp;\n  \n\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/sovilj-sanner-soh-li-collaborativefilteringwithbehavioralmodels-2018\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n  &nbsp;\n  <span class=\"bibbase_stats_paper\" style=\"color: #777;\">\n    <span>8 downloads</span>\n  </span>\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('sovilj-sanner-soh-li-collaborativefilteringwithbehavioralmodels-2018')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@inproceedings{sanner:umap18,\n  author = {Dusan Sovilj and Scott Sanner and Harold Soh and Hanze Li},\n  year = {2018},\n  title = {Collaborative Filtering with Behavioral Models},\n  booktitle = {Proceedings of the 26th Conference on User Modeling, Adaptation and Personalization ({UMAP-18})},\n  address = {Singapore},\n  url_paper = {https://ssanner.github.io/papers/umap18_bbcf.pdf}\n}\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n  <div class=\"bibbase_paper\" id=\"ye-say-sanner-symbolicbucketeliminationforpiecewisecontinuousconstrainedoptimization-2018\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  <a href=\"https://ssanner.github.io/papers/cpaior18_sbe.pdf\"\n     onclick=\"return trackOutboundLink('publications', 'click', 'ye-say-sanner-symbolicbucketeliminationforpiecewisecontinuousconstrainedoptimization-2018', 'https://ssanner.github.io/papers/cpaior18_sbe.pdf', event);\">\n    Symbolic Bucket Elimination for Piecewise Continuous Constrained Optimization.\n  </a>\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  Ye, Z.; <a class=\"bibbase author link\" href=\"https://saybuser.github.io/publications\">Say, B.</a>;  and <a class=\"bibbase author link\" href=\"https://d3m.mie.utoronto.ca/publications/\">Sanner, S.</a>\n</span>\n\n  \n\n</span>\n\n  In <i>Proceedings of the 15th International Conference on the Integration of Constraint Programming, Artificial Intelligence, and Operations Research (CPAIOR-18)</i>, Delft, Netherlands,  2018. \n  <span class=\"note\">Recipient of the Best Student Paper Award.</span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n  <a href=\"https://ssanner.github.io/papers/cpaior18_sbe.pdf\"\n     onclick=\"log_download('ye-say-sanner-symbolicbucketeliminationforpiecewisecontinuousconstrainedoptimization-2018', 'https://ssanner.github.io/papers/cpaior18_sbe.pdf', event.ctrlKey, event)\">\n    <img src=\"//bibbase.org/img/filetypes/pdf.svg\"\n\t     alt=\"Symbolic Bucket Elimination for Piecewise Continuous Constrained Optimization [pdf]\"\n       title=\" paper\"\n\t     class=\"bibbase_icon\"\n         ><span class=\"bibbase_icon_text\"> paper</span></a>\n  &nbsp;\n  \n\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/ye-say-sanner-symbolicbucketeliminationforpiecewisecontinuousconstrainedoptimization-2018\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n  &nbsp;\n  <span class=\"bibbase_stats_paper\" style=\"color: #777;\">\n    <span>18 downloads</span>\n  </span>\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('ye-say-sanner-symbolicbucketeliminationforpiecewisecontinuousconstrainedoptimization-2018')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@inproceedings{sanner:cpaior18,\n  author = {Zhijiang Ye and Buser Say and Scott Sanner},\n  year = {2018},\n  title = {Symbolic Bucket Elimination for Piecewise Continuous Constrained Optimization},\n  booktitle = {Proceedings of the 15th International Conference on the Integration of Constraint Programming, Artificial Intelligence, and Operations Research ({CPAIOR-18})},\n  note = {Recipient of the Best Student Paper Award.},\n  address = {Delft, Netherlands},\n  url_paper = {https://ssanner.github.io/papers/cpaior18_sbe.pdf}\n}\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n  <div class=\"bibbase_paper\" id=\"say-sanner-planninginfactoredstateandactionspaceswithlearnedbinarizedneuralnetworktransitionmodels-2018\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  <a href=\"https://ssanner.github.io/papers/ijcai18_bnnplan.pdf\"\n     onclick=\"return trackOutboundLink('publications', 'click', 'say-sanner-planninginfactoredstateandactionspaceswithlearnedbinarizedneuralnetworktransitionmodels-2018', 'https://ssanner.github.io/papers/ijcai18_bnnplan.pdf', event);\">\n    Planning in Factored State and Action Spaces with Learned Binarized Neural Network Transition Models.\n  </a>\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  <a class=\"bibbase author link\" href=\"https://saybuser.github.io/publications\">Say, B.</a>;  and <a class=\"bibbase author link\" href=\"https://d3m.mie.utoronto.ca/publications/\">Sanner, S.</a>\n</span>\n\n  \n\n</span>\n\n  In <i>Proceedings of the 27th International Joint Conference on Artificial Intelligence (IJCAI-18)</i>, Stockholm, Sweden,  2018. \n  <span class=\"note\"></span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n  <a href=\"https://ssanner.github.io/papers/ijcai18_bnnplan.pdf\"\n     onclick=\"log_download('say-sanner-planninginfactoredstateandactionspaceswithlearnedbinarizedneuralnetworktransitionmodels-2018', 'https://ssanner.github.io/papers/ijcai18_bnnplan.pdf', event.ctrlKey, event)\">\n    <img src=\"//bibbase.org/img/filetypes/pdf.svg\"\n\t     alt=\"Planning in Factored State and Action Spaces with Learned Binarized Neural Network Transition Models [pdf]\"\n       title=\" paper\"\n\t     class=\"bibbase_icon\"\n         ><span class=\"bibbase_icon_text\"> paper</span></a>\n  &nbsp;\n  \n\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/say-sanner-planninginfactoredstateandactionspaceswithlearnedbinarizedneuralnetworktransitionmodels-2018\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n  &nbsp;\n  <span class=\"bibbase_stats_paper\" style=\"color: #777;\">\n    <span>11 downloads</span>\n  </span>\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('say-sanner-planninginfactoredstateandactionspaceswithlearnedbinarizedneuralnetworktransitionmodels-2018')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@inproceedings{sanner:ijcai18a,\n  author = {Buser Say and Scott Sanner},\n  year = {2018},\n  title = {Planning in Factored State and Action Spaces with Learned Binarized Neural Network Transition Models},\n  booktitle = {Proceedings of the 27th International Joint Conference on Artificial Intelligence ({IJCAI-18})},\n  address = {Stockholm, Sweden},\n  url_paper = {https://ssanner.github.io/papers/ijcai18_bnnplan.pdf}\n}\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n  <div class=\"bibbase_paper\" id=\"kolb-mladenov-sanner-belle-kersting-efficientsymbolicintegrationforprobabilisticinference-2018\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  <a href=\"https://ssanner.github.io/papers/ijcai18_symint.pdf\"\n     onclick=\"return trackOutboundLink('publications', 'click', 'kolb-mladenov-sanner-belle-kersting-efficientsymbolicintegrationforprobabilisticinference-2018', 'https://ssanner.github.io/papers/ijcai18_symint.pdf', event);\">\n    Efficient Symbolic Integration for Probabilistic Inference.\n  </a>\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  Kolb, S.; Mladenov, M.; <a class=\"bibbase author link\" href=\"https://d3m.mie.utoronto.ca/publications/\">Sanner, S.</a>; <a class=\"bibbase author link\" href=\"https://bibbase.org/show?bib=https://dblp.org/pid/52/570.bib\">Belle, V.</a>;  and Kersting, K.\n</span>\n\n  \n\n</span>\n\n  In <i>Proceedings of the 27th International Joint Conference on Artificial Intelligence (IJCAI-18)</i>, Stockholm, Sweden,  2018. \n  <span class=\"note\"></span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n  <a href=\"https://ssanner.github.io/papers/ijcai18_symint.pdf\"\n     onclick=\"log_download('kolb-mladenov-sanner-belle-kersting-efficientsymbolicintegrationforprobabilisticinference-2018', 'https://ssanner.github.io/papers/ijcai18_symint.pdf', event.ctrlKey, event)\">\n    <img src=\"//bibbase.org/img/filetypes/pdf.svg\"\n\t     alt=\"Efficient Symbolic Integration for Probabilistic Inference [pdf]\"\n       title=\" paper\"\n\t     class=\"bibbase_icon\"\n         ><span class=\"bibbase_icon_text\"> paper</span></a>\n  &nbsp;\n  \n\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/kolb-mladenov-sanner-belle-kersting-efficientsymbolicintegrationforprobabilisticinference-2018\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n  &nbsp;\n  <span class=\"bibbase_stats_paper\" style=\"color: #777;\">\n    <span>7 downloads</span>\n  </span>\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('kolb-mladenov-sanner-belle-kersting-efficientsymbolicintegrationforprobabilisticinference-2018')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@inproceedings{sanner:ijcai18b,\n  author = {Samuel Kolb and Martin Mladenov and Scott Sanner and Vaishak Belle and Kristian Kersting},\n  year = {2018},\n  title = {Efficient Symbolic Integration for Probabilistic Inference},\n  booktitle = {Proceedings of the 27th International Joint Conference on Artificial Intelligence ({IJCAI-18})},\n  address = {Stockholm, Sweden},\n  url_paper = {https://ssanner.github.io/papers/ijcai18_symint.pdf}\n}\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n  <div class=\"bibbase_paper\" id=\"huchuk-obrien-sanner-alongitudinalstudyofthermostatbehaviorsbasedonclimateseasonalandenergypriceconsiderationsusingconnectedthermostatdata-2018\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  <a href=\"https://www.sciencedirect.com/science/article/pii/S0360132318302634\"\n     onclick=\"return trackOutboundLink('publications', 'click', 'huchuk-obrien-sanner-alongitudinalstudyofthermostatbehaviorsbasedonclimateseasonalandenergypriceconsiderationsusingconnectedthermostatdata-2018', 'https://www.sciencedirect.com/science/article/pii/S0360132318302634', event);\">\n    A Longitudinal Study of Thermostat Behaviors based on Climate, Seasonal, and Energy Price Considerations using Connected Thermostat Data.\n  </a>\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  Huchuk, B.; O'Brien, W.;  and <a class=\"bibbase author link\" href=\"https://d3m.mie.utoronto.ca/publications/\">Sanner, S.</a>\n</span>\n\n  \n\n</span>\n\n  <i>Building and Environment</i>, 139: 199–210. July 2018.\n  <span class=\"note\"></span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n  <a href=\"https://www.sciencedirect.com/science/article/pii/S0360132318302634\"\n     onclick=\"log_download('huchuk-obrien-sanner-alongitudinalstudyofthermostatbehaviorsbasedonclimateseasonalandenergypriceconsiderationsusingconnectedthermostatdata-2018', 'https://www.sciencedirect.com/science/article/pii/S0360132318302634', event.ctrlKey, event)\">\n    <img src=\"//bibbase.org/img/filetypes/link.svg\"\n\t     alt=\"A Longitudinal Study of Thermostat Behaviors based on Climate, Seasonal, and Energy Price Considerations using Connected Thermostat Data [link]\"\n       title=\" paper\"\n\t     class=\"bibbase_icon\"\n         ><span class=\"bibbase_icon_text\"> paper</span></a>\n  &nbsp;\n  \n\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/huchuk-obrien-sanner-alongitudinalstudyofthermostatbehaviorsbasedonclimateseasonalandenergypriceconsiderationsusingconnectedthermostatdata-2018\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n  &nbsp;\n  <span class=\"bibbase_stats_paper\" style=\"color: #777;\">\n    <span>4 downloads</span>\n  </span>\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('huchuk-obrien-sanner-alongitudinalstudyofthermostatbehaviorsbasedonclimateseasonalandenergypriceconsiderationsusingconnectedthermostatdata-2018')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@article{sanner:be18,\n\tauthor = {B. Huchuk and W. O&#x27;Brien and S. Sanner},\n\ttitle = {A Longitudinal Study of Thermostat Behaviors based on Climate, Seasonal, and Energy Price Considerations using Connected Thermostat Data},\n\tyear = {2018},\n\tjournal = {Building and Environment},\n\tvolume = {139},\n\tmonth = {July},\n\tpages = {199--210},\n        url_paper = {https://www.sciencedirect.com/science/article/pii/S0360132318302634}\n}\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n  <div class=\"bibbase_paper\" id=\"kortschot-sovilj-jamieson-sanner-carrasco-soh-measuringandmitigatingthecostsofattentionalswitchesinactivenetworkmonitoringforcybersecurity-2018\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  <a href=\"http://journals.sagepub.com/doi/10.1177/0018720818784107\"\n     onclick=\"return trackOutboundLink('publications', 'click', 'kortschot-sovilj-jamieson-sanner-carrasco-soh-measuringandmitigatingthecostsofattentionalswitchesinactivenetworkmonitoringforcybersecurity-2018', 'http://journals.sagepub.com/doi/10.1177/0018720818784107', event);\">\n    Measuring and Mitigating the Costs of Attentional Switches in Active Network Monitoring for Cybersecurity.\n  </a>\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  Kortschot, S. W.; Sovilj, D.; Jamieson, G. A.; <a class=\"bibbase author link\" href=\"https://d3m.mie.utoronto.ca/publications/\">Sanner, S.</a>; Carrasco, C.;  and Soh, H.\n</span>\n\n  \n\n</span>\n\n  <i>Human Factors</i>.  2018.\n  <span class=\"note\"></span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n  <a href=\"http://journals.sagepub.com/doi/10.1177/0018720818784107\"\n     onclick=\"log_download('kortschot-sovilj-jamieson-sanner-carrasco-soh-measuringandmitigatingthecostsofattentionalswitchesinactivenetworkmonitoringforcybersecurity-2018', 'http://journals.sagepub.com/doi/10.1177/0018720818784107', event.ctrlKey, event)\">\n    <img src=\"//bibbase.org/img/filetypes/link.svg\"\n\t     alt=\"Measuring and Mitigating the Costs of Attentional Switches in Active Network Monitoring for Cybersecurity [link]\"\n       title=\" paper\"\n\t     class=\"bibbase_icon\"\n         ><span class=\"bibbase_icon_text\"> paper</span></a>\n  &nbsp;\n  \n\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/kortschot-sovilj-jamieson-sanner-carrasco-soh-measuringandmitigatingthecostsofattentionalswitchesinactivenetworkmonitoringforcybersecurity-2018\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n  &nbsp;\n  <span class=\"bibbase_stats_paper\" style=\"color: #777;\">\n    <span>6 downloads</span>\n  </span>\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('kortschot-sovilj-jamieson-sanner-carrasco-soh-measuringandmitigatingthecostsofattentionalswitchesinactivenetworkmonitoringforcybersecurity-2018')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@article{sanner:hf18,\n\tauthor = {S. W. Kortschot and D. Sovilj and G. A. Jamieson and S. Sanner and C. Carrasco and H. Soh},\n\ttitle = {Measuring and Mitigating the Costs of Attentional Switches in Active Network Monitoring for Cybersecurity},\n\tyear = {2018},\n\tjournal = {Human Factors},\n\turl_paper = {http://journals.sagepub.com/doi/10.1177/0018720818784107}\n}\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n  <div class=\"bibbase_paper\" id=\"riordon-sovilj-sanner-sinton-young-deeplearningwithmicrofluidicsforbiotechnology-2018\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  <a href=\"https://doi.org/10.1016/j.tibtech.2018.08.005\"\n     onclick=\"return trackOutboundLink('publications', 'click', 'riordon-sovilj-sanner-sinton-young-deeplearningwithmicrofluidicsforbiotechnology-2018', 'https://doi.org/10.1016/j.tibtech.2018.08.005', event);\">\n    Deep Learning with Microfluidics for Biotechnology.\n  </a>\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  Riordon, J.; Sovilj, D.; <a class=\"bibbase author link\" href=\"https://d3m.mie.utoronto.ca/publications/\">Sanner, S.</a>; Sinton, D.;  and Young, E.\n</span>\n\n  \n\n</span>\n\n  <i>Trends in Biotechnology</i>.  2018.\n  <span class=\"note\"></span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n  <a href=\"https://doi.org/10.1016/j.tibtech.2018.08.005\"\n     onclick=\"log_download('riordon-sovilj-sanner-sinton-young-deeplearningwithmicrofluidicsforbiotechnology-2018', 'https://doi.org/10.1016/j.tibtech.2018.08.005', event.ctrlKey, event)\">\n    <img src=\"//bibbase.org/img/filetypes/link.svg\"\n\t     alt=\"Deep Learning with Microfluidics for Biotechnology [link]\"\n       title=\" paper\"\n\t     class=\"bibbase_icon\"\n         ><span class=\"bibbase_icon_text\"> paper</span></a>\n  &nbsp;\n  \n\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/riordon-sovilj-sanner-sinton-young-deeplearningwithmicrofluidicsforbiotechnology-2018\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n  &nbsp;\n  <span class=\"bibbase_stats_paper\" style=\"color: #777;\">\n    <span>1 download</span>\n  </span>\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('riordon-sovilj-sanner-sinton-young-deeplearningwithmicrofluidicsforbiotechnology-2018')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@article{sanner:tb18,\n  author = {Jason Riordon and Dusan Sovilj and Scott Sanner and David Sinton and {Edmond W.K.} Young},\n  title = {Deep Learning with Microfluidics for Biotechnology},\n  year = {2018},\n  journal = {Trends in Biotechnology},\n  url_paper = {https://doi.org/10.1016/j.tibtech.2018.08.005}\n}\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n\n\n\n    </div>\n  </div>\n\n  <div class=\"bibbase_group_whole\" id=\"group_2017\">\n    <div class=\"bibbase_group\"\n      onclick=\"toggleGroup('group_2017')\"\n      onkeypress=\"toggleGroup('group_2017')\"\n      tabindex=\"0\">\n      <i class=\"fa fa-angle-down bibbase_group_head_icon\"></i>&nbsp;\n      <span>2017</span>\n      <span class=\"bibbase_group_count\">\n        \n        (11)\n        \n      </span>\n    </div>\n    <div class=\"bibbase_group_body\">\n      \n  \n  <div class=\"bibbase_paper\" id=\"wu-say-sanner-scalableplanningwithtensorflowforhybridnonlineardomains-2017\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  <a href=\"https://ssanner.github.io/papers/nips17_tfplan.pdf\"\n     onclick=\"return trackOutboundLink('publications', 'click', 'wu-say-sanner-scalableplanningwithtensorflowforhybridnonlineardomains-2017', 'https://ssanner.github.io/papers/nips17_tfplan.pdf', event);\">\n    Scalable Planning with Tensorflow for Hybrid Nonlinear Domains.\n  </a>\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  Wu, G.; <a class=\"bibbase author link\" href=\"https://saybuser.github.io/publications\">Say, B.</a>;  and <a class=\"bibbase author link\" href=\"https://d3m.mie.utoronto.ca/publications/\">Sanner, S.</a>\n</span>\n\n  \n\n</span>\n\n  In <i>Proceedings of the 31st Annual Conference on Advances in Neural Information Processing Systems (NeurIPS-17)</i>, Long Beach, CA,  2017. \n  <span class=\"note\"></span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n  <a href=\"https://ssanner.github.io/papers/nips17_tfplan.pdf\"\n     onclick=\"log_download('wu-say-sanner-scalableplanningwithtensorflowforhybridnonlineardomains-2017', 'https://ssanner.github.io/papers/nips17_tfplan.pdf', event.ctrlKey, event)\">\n    <img src=\"//bibbase.org/img/filetypes/pdf.svg\"\n\t     alt=\"Scalable Planning with Tensorflow for Hybrid Nonlinear Domains [pdf]\"\n       title=\" paper\"\n\t     class=\"bibbase_icon\"\n         ><span class=\"bibbase_icon_text\"> paper</span></a>\n  &nbsp;\n  \n\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/wu-say-sanner-scalableplanningwithtensorflowforhybridnonlineardomains-2017\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n  &nbsp;\n  <span class=\"bibbase_stats_paper\" style=\"color: #777;\">\n    <span>31 downloads</span>\n  </span>\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('wu-say-sanner-scalableplanningwithtensorflowforhybridnonlineardomains-2017')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@inproceedings{sanner:nips17,\n  author = {Ga Wu and Buser Say and Scott Sanner},\n  year = {2017},\n  title = {Scalable Planning with Tensorflow for Hybrid Nonlinear Domains},\n  booktitle = {Proceedings of the 31st Annual Conference on Advances in Neural Information Processing Systems ({NeurIPS-17})},\n  address = {Long Beach, CA},\n  url_paper = {https://ssanner.github.io/papers/nips17_tfplan.pdf}\n}  \n\n</pre>\n</div>\n\n\n\n</div>\n\n\n  <div class=\"bibbase_paper\" id=\"say-wu-zhou-sanner-nonlinearhybridplanningwithdeepnetlearnedtransitionmodelsandmixedintegerlinearprogramming-2017\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  <a href=\"https://ssanner.github.io/papers/ijcai17_hdmilp.pdf\"\n     onclick=\"return trackOutboundLink('publications', 'click', 'say-wu-zhou-sanner-nonlinearhybridplanningwithdeepnetlearnedtransitionmodelsandmixedintegerlinearprogramming-2017', 'https://ssanner.github.io/papers/ijcai17_hdmilp.pdf', event);\">\n    Nonlinear Hybrid Planning with Deep Net Learned Transition Models and Mixed-Integer Linear Programming.\n  </a>\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  <a class=\"bibbase author link\" href=\"https://saybuser.github.io/publications\">Say, B.</a>; Wu, G.; Zhou, Y. I.;  and <a class=\"bibbase author link\" href=\"https://d3m.mie.utoronto.ca/publications/\">Sanner, S.</a>\n</span>\n\n  \n\n</span>\n\n  In <i>Proceedings of the 26th International Joint Conference on Artificial Intelligence (IJCAI-17)</i>, Melbourne, Australia,  2017. \n  <span class=\"note\"></span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n  <a href=\"https://ssanner.github.io/papers/ijcai17_hdmilp.pdf\"\n     onclick=\"log_download('say-wu-zhou-sanner-nonlinearhybridplanningwithdeepnetlearnedtransitionmodelsandmixedintegerlinearprogramming-2017', 'https://ssanner.github.io/papers/ijcai17_hdmilp.pdf', event.ctrlKey, event)\">\n    <img src=\"//bibbase.org/img/filetypes/pdf.svg\"\n\t     alt=\"Nonlinear Hybrid Planning with Deep Net Learned Transition Models and Mixed-Integer Linear Programming [pdf]\"\n       title=\" paper\"\n\t     class=\"bibbase_icon\"\n         ><span class=\"bibbase_icon_text\"> paper</span></a>\n  &nbsp;\n  \n\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/say-wu-zhou-sanner-nonlinearhybridplanningwithdeepnetlearnedtransitionmodelsandmixedintegerlinearprogramming-2017\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n  &nbsp;\n  <span class=\"bibbase_stats_paper\" style=\"color: #777;\">\n    <span>16 downloads</span>\n  </span>\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('say-wu-zhou-sanner-nonlinearhybridplanningwithdeepnetlearnedtransitionmodelsandmixedintegerlinearprogramming-2017')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@inproceedings{sanner:ijcai17,\n  author = {Buser Say and Ga Wu and Yuqing Ivan Zhou and Scott Sanner},\n  year = {2017},\n  title = {Nonlinear Hybrid Planning with Deep Net Learned Transition Models and Mixed-Integer Linear Programming},\n  booktitle = {Proceedings of the 26th International Joint Conference on Artificial Intelligence ({IJCAI-17})},\n  address = {Melbourne, Australia},\n  url_paper = {https://ssanner.github.io/papers/ijcai17_hdmilp.pdf}\n}  \n\n</pre>\n</div>\n\n\n\n</div>\n\n\n  <div class=\"bibbase_paper\" id=\"iman-sanner-bouadjenek-xie-alongitudinalstudyoftopicclassificationontwitter-2017\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  <a href=\"https://ssanner.github.io/papers/icwsm17_tclass.pdf\"\n     onclick=\"return trackOutboundLink('publications', 'click', 'iman-sanner-bouadjenek-xie-alongitudinalstudyoftopicclassificationontwitter-2017', 'https://ssanner.github.io/papers/icwsm17_tclass.pdf', event);\">\n    A Longitudinal Study of Topic Classification on Twitter.\n  </a>\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  Iman, Z.; <a class=\"bibbase author link\" href=\"https://d3m.mie.utoronto.ca/publications/\">Sanner, S.</a>; Bouadjenek, M. R.;  and Xie, L.\n</span>\n\n  \n\n</span>\n\n  In <i>Proceedings of the 11th International AAAI Conference on Web and Social Media (ICWSM-17)</i>, Montreal, Canada,  2017. \n  <span class=\"note\"></span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n  <a href=\"https://ssanner.github.io/papers/icwsm17_tclass.pdf\"\n     onclick=\"log_download('iman-sanner-bouadjenek-xie-alongitudinalstudyoftopicclassificationontwitter-2017', 'https://ssanner.github.io/papers/icwsm17_tclass.pdf', event.ctrlKey, event)\">\n    <img src=\"//bibbase.org/img/filetypes/pdf.svg\"\n\t     alt=\"A Longitudinal Study of Topic Classification on Twitter [pdf]\"\n       title=\" paper\"\n\t     class=\"bibbase_icon\"\n         ><span class=\"bibbase_icon_text\"> paper</span></a>\n  &nbsp;\n  \n\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/iman-sanner-bouadjenek-xie-alongitudinalstudyoftopicclassificationontwitter-2017\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n  &nbsp;\n  <span class=\"bibbase_stats_paper\" style=\"color: #777;\">\n    <span>6 downloads</span>\n  </span>\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('iman-sanner-bouadjenek-xie-alongitudinalstudyoftopicclassificationontwitter-2017')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@inproceedings{sanner:icwsm17,\n  author = &quot;Zahra Iman and Scott Sanner and Mohamed Reda Bouadjenek and Lexing Xie&quot;,\n  year = &quot;2017&quot;,\n  title = &quot;A Longitudinal Study of Topic Classification on Twitter&quot;,\n  booktitle = &quot;Proceedings of the 11th International AAAI Conference on Web and Social Media ({ICWSM-17})&quot;,\n  address = {Montreal, Canada},\n  url_paper = {https://ssanner.github.io/papers/icwsm17_tclass.pdf}\n}\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n  <div class=\"bibbase_paper\" id=\"kinathil-soh-sanner-analyticdecisionanalysisviasymbolicdynamicprogrammingforparameterizedhybridmdps-2017\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  <a href=\"https://ssanner.github.io/papers/icaps17_phmdp.pdf\"\n     onclick=\"return trackOutboundLink('publications', 'click', 'kinathil-soh-sanner-analyticdecisionanalysisviasymbolicdynamicprogrammingforparameterizedhybridmdps-2017', 'https://ssanner.github.io/papers/icaps17_phmdp.pdf', event);\">\n    Analytic Decision Analysis via Symbolic Dynamic Programming for Parameterized Hybrid MDPs.\n  </a>\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  Kinathil, S.; Soh, H.;  and <a class=\"bibbase author link\" href=\"https://d3m.mie.utoronto.ca/publications/\">Sanner, S.</a>\n</span>\n\n  \n\n</span>\n\n  In <i>Proceedings of the 27th Conference on Automated Planning and Scheduling (ICAPS-17)</i>, Pittsburgh, PA,  2017. \n  <span class=\"note\"></span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n  <a href=\"https://ssanner.github.io/papers/icaps17_phmdp.pdf\"\n     onclick=\"log_download('kinathil-soh-sanner-analyticdecisionanalysisviasymbolicdynamicprogrammingforparameterizedhybridmdps-2017', 'https://ssanner.github.io/papers/icaps17_phmdp.pdf', event.ctrlKey, event)\">\n    <img src=\"//bibbase.org/img/filetypes/pdf.svg\"\n\t     alt=\"Analytic Decision Analysis via Symbolic Dynamic Programming for Parameterized Hybrid MDPs [pdf]\"\n       title=\" paper\"\n\t     class=\"bibbase_icon\"\n         ><span class=\"bibbase_icon_text\"> paper</span></a>\n  &nbsp;\n  \n\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/kinathil-soh-sanner-analyticdecisionanalysisviasymbolicdynamicprogrammingforparameterizedhybridmdps-2017\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n  &nbsp;\n  <span class=\"bibbase_stats_paper\" style=\"color: #777;\">\n    <span>16 downloads</span>\n  </span>\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('kinathil-soh-sanner-analyticdecisionanalysisviasymbolicdynamicprogrammingforparameterizedhybridmdps-2017')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@inproceedings{sanner:icaps17,\n  author = &quot;Shamin Kinathil and Harold Soh and Scott Sanner&quot;,\n  year = &quot;2017&quot;,\n  title = &quot;Analytic Decision Analysis via Symbolic Dynamic Programming for Parameterized Hybrid MDPs&quot;,\n  booktitle = &quot;Proceedings of the 27th Conference on Automated Planning and Scheduling ({ICAPS-17})&quot;,\n  address = {Pittsburgh, PA},\n  url_paper = {https://ssanner.github.io/papers/icaps17_phmdp.pdf}\n}\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n  <div class=\"bibbase_paper\" id=\"rizoiu-xie-sanner-cebrian-yu-vanhentenryck-expectingtobehiphawkesintensityprocessesforsocialmediapopularity-2017\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  <a href=\"https://ssanner.github.io/papers/www17_hip.pdf\"\n     onclick=\"return trackOutboundLink('publications', 'click', 'rizoiu-xie-sanner-cebrian-yu-vanhentenryck-expectingtobehiphawkesintensityprocessesforsocialmediapopularity-2017', 'https://ssanner.github.io/papers/www17_hip.pdf', event);\">\n    Expecting to be HIP: Hawkes Intensity Processes for Social Media Popularity.\n  </a>\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  Rizoiu, M.; Xie, L.; <a class=\"bibbase author link\" href=\"https://d3m.mie.utoronto.ca/publications/\">Sanner, S.</a>; Cebrian, M.; Yu, H.;  and Van Hentenryck, P.\n</span>\n\n  \n\n</span>\n\n  In <i>Proceedings of the 26th International Conference on the World Wide Web (WWW-17)</i>, Perth, Australia,  2017. \n  <span class=\"note\"></span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n  <a href=\"https://ssanner.github.io/papers/www17_hip.pdf\"\n     onclick=\"log_download('rizoiu-xie-sanner-cebrian-yu-vanhentenryck-expectingtobehiphawkesintensityprocessesforsocialmediapopularity-2017', 'https://ssanner.github.io/papers/www17_hip.pdf', event.ctrlKey, event)\">\n    <img src=\"//bibbase.org/img/filetypes/pdf.svg\"\n\t     alt=\"Expecting to be HIP: Hawkes Intensity Processes for Social Media Popularity [pdf]\"\n       title=\" paper\"\n\t     class=\"bibbase_icon\"\n         ><span class=\"bibbase_icon_text\"> paper</span></a>\n  &nbsp;\n  \n\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/rizoiu-xie-sanner-cebrian-yu-vanhentenryck-expectingtobehiphawkesintensityprocessesforsocialmediapopularity-2017\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n  &nbsp;\n  <span class=\"bibbase_stats_paper\" style=\"color: #777;\">\n    <span>6 downloads</span>\n  </span>\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('rizoiu-xie-sanner-cebrian-yu-vanhentenryck-expectingtobehiphawkesintensityprocessesforsocialmediapopularity-2017')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@inproceedings{sanner:www17,\n  author = {Marian-Andrei Rizoiu and Lexing Xie and Scott Sanner and Manuel Cebrian and Honglin Yu and Pascal {Van Hentenryck}},\n  title = {Expecting to be HIP: Hawkes Intensity Processes for Social Media Popularity},\n  year = {2017},\n  booktitle = {Proceedings of the 26th International Conference on the World Wide Web ({WWW-17})},\n  address = {Perth, Australia},\n  url_paper = {https://ssanner.github.io/papers/www17_hip.pdf}\n}\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n  <div class=\"bibbase_paper\" id=\"soh-sanner-white-jamieson-deepsequentialrecommendationforpersonalizedadaptiveuserinterfaces-2017\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  <a href=\"https://ssanner.github.io/papers/iui17_deeprec.pdf\"\n     onclick=\"return trackOutboundLink('publications', 'click', 'soh-sanner-white-jamieson-deepsequentialrecommendationforpersonalizedadaptiveuserinterfaces-2017', 'https://ssanner.github.io/papers/iui17_deeprec.pdf', event);\">\n    Deep Sequential Recommendation for Personalized Adaptive User Interfaces.\n  </a>\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  Soh, H.; <a class=\"bibbase author link\" href=\"https://d3m.mie.utoronto.ca/publications/\">Sanner, S.</a>; White, M.;  and Jamieson, G.\n</span>\n\n  \n\n</span>\n\n  In <i>Proceedings of the 22nd ACM International Conference on Intelligent User Interfaces (IUI-17)</i>, Limassol, Cyprus,  2017. \n  <span class=\"note\"></span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n  <a href=\"https://ssanner.github.io/papers/iui17_deeprec.pdf\"\n     onclick=\"log_download('soh-sanner-white-jamieson-deepsequentialrecommendationforpersonalizedadaptiveuserinterfaces-2017', 'https://ssanner.github.io/papers/iui17_deeprec.pdf', event.ctrlKey, event)\">\n    <img src=\"//bibbase.org/img/filetypes/pdf.svg\"\n\t     alt=\"Deep Sequential Recommendation for Personalized Adaptive User Interfaces [pdf]\"\n       title=\" paper\"\n\t     class=\"bibbase_icon\"\n         ><span class=\"bibbase_icon_text\"> paper</span></a>\n  &nbsp;\n  \n\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/soh-sanner-white-jamieson-deepsequentialrecommendationforpersonalizedadaptiveuserinterfaces-2017\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n  &nbsp;\n  <span class=\"bibbase_stats_paper\" style=\"color: #777;\">\n    <span>4 downloads</span>\n  </span>\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('soh-sanner-white-jamieson-deepsequentialrecommendationforpersonalizedadaptiveuserinterfaces-2017')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@inproceedings{sanner:iui17,\n  author = {Harold Soh and Scott Sanner and Madeleine White and Greg Jamieson},\n  title = {Deep Sequential Recommendation for Personalized Adaptive User Interfaces},\n  year = {2017},\n  booktitle = {Proceedings of the 22nd {ACM} International Conference on Intelligent User Interfaces {(IUI-17)}},\n  address = {Limassol, Cyprus},\n  url_paper = {https://ssanner.github.io/papers/iui17_deeprec.pdf}\n}\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n  <div class=\"bibbase_paper\" id=\"raghavan-sanner-tadepalli-fern-khardon-hindsightoptimizationforhybridstateandactionmdps-2017\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  <a href=\"https://ssanner.github.io/papers/aaai17_hsahop.pdf\"\n     onclick=\"return trackOutboundLink('publications', 'click', 'raghavan-sanner-tadepalli-fern-khardon-hindsightoptimizationforhybridstateandactionmdps-2017', 'https://ssanner.github.io/papers/aaai17_hsahop.pdf', event);\">\n    Hindsight Optimization for Hybrid State and Action MDPs.\n  </a>\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  Raghavan, A.; <a class=\"bibbase author link\" href=\"https://d3m.mie.utoronto.ca/publications/\">Sanner, S.</a>; Tadepalli, P.; Fern, A.;  and Khardon, R.\n</span>\n\n  \n\n</span>\n\n  In <i>Proceedings of the 31st AAAI Conference on Artificial Intelligence (AAAI-17)</i>, San Francisco, USA,  2017. \n  <span class=\"note\"></span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n  <a href=\"https://ssanner.github.io/papers/aaai17_hsahop.pdf\"\n     onclick=\"log_download('raghavan-sanner-tadepalli-fern-khardon-hindsightoptimizationforhybridstateandactionmdps-2017', 'https://ssanner.github.io/papers/aaai17_hsahop.pdf', event.ctrlKey, event)\">\n    <img src=\"//bibbase.org/img/filetypes/pdf.svg\"\n\t     alt=\"Hindsight Optimization for Hybrid State and Action MDPs [pdf]\"\n       title=\" paper\"\n\t     class=\"bibbase_icon\"\n         ><span class=\"bibbase_icon_text\"> paper</span></a>\n  &nbsp;\n  \n\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/raghavan-sanner-tadepalli-fern-khardon-hindsightoptimizationforhybridstateandactionmdps-2017\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n  &nbsp;\n  <span class=\"bibbase_stats_paper\" style=\"color: #777;\">\n    <span>15 downloads</span>\n  </span>\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('raghavan-sanner-tadepalli-fern-khardon-hindsightoptimizationforhybridstateandactionmdps-2017')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@inproceedings{sanner:aaai17a,\n  author = {Aswin Raghavan and Scott Sanner and Prasad Tadepalli and Alan Fern and Roni Khardon},\n  title = {Hindsight Optimization for Hybrid State and Action MDPs},\n  year = {2017},\n  booktitle = {Proceedings of the 31st {AAAI} Conference on Artificial Intelligence ({AAAI-17})},\n  address = {San Francisco, USA},\n  url_paper = {https://ssanner.github.io/papers/aaai17_hsahop.pdf}\n}\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n  <div class=\"bibbase_paper\" id=\"sedhain-menon-sanner-xie-braziunas-lowranklinearcoldstartrecommendationfromsocialdata-2017\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  <a href=\"https://ssanner.github.io/papers/aaai17_loco.pdf\"\n     onclick=\"return trackOutboundLink('publications', 'click', 'sedhain-menon-sanner-xie-braziunas-lowranklinearcoldstartrecommendationfromsocialdata-2017', 'https://ssanner.github.io/papers/aaai17_loco.pdf', event);\">\n    Low-rank Linear Cold-Start Recommendation from Social Data.\n  </a>\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  Sedhain, S.; Menon, A.; <a class=\"bibbase author link\" href=\"https://d3m.mie.utoronto.ca/publications/\">Sanner, S.</a>; Xie, L.;  and Braziunas, D.\n</span>\n\n  \n\n</span>\n\n  In <i>Proceedings of the 31st AAAI Conference on Artificial Intelligence (AAAI-17)</i>, San Francisco, USA,  2017. \n  <span class=\"note\"></span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n  <a href=\"https://ssanner.github.io/papers/aaai17_loco.pdf\"\n     onclick=\"log_download('sedhain-menon-sanner-xie-braziunas-lowranklinearcoldstartrecommendationfromsocialdata-2017', 'https://ssanner.github.io/papers/aaai17_loco.pdf', event.ctrlKey, event)\">\n    <img src=\"//bibbase.org/img/filetypes/pdf.svg\"\n\t     alt=\"Low-rank Linear Cold-Start Recommendation from Social Data [pdf]\"\n       title=\" paper\"\n\t     class=\"bibbase_icon\"\n         ><span class=\"bibbase_icon_text\"> paper</span></a>\n  &nbsp;\n  \n\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/sedhain-menon-sanner-xie-braziunas-lowranklinearcoldstartrecommendationfromsocialdata-2017\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n  &nbsp;\n  <span class=\"bibbase_stats_paper\" style=\"color: #777;\">\n    <span>11 downloads</span>\n  </span>\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('sedhain-menon-sanner-xie-braziunas-lowranklinearcoldstartrecommendationfromsocialdata-2017')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@inproceedings{sanner:aaai17b,\n  author = {Suvash Sedhain and Aditya Menon and Scott Sanner and Lexing Xie and Darius Braziunas},\n  title = {Low-rank Linear Cold-Start Recommendation from Social Data},\n  year = {2017},\n  booktitle = {Proceedings of the 31st {AAAI} Conference on Artificial Intelligence ({AAAI-17})},\n  address = {San Francisco, USA},\n  url_paper = {https://ssanner.github.io/papers/aaai17_loco.pdf}\n}\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n  <div class=\"bibbase_paper\" id=\"camacho-chen-sanner-mcilraith-nonmarkovianrewardsexpressedinltlguidingsearchviarewardshaping-2017\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  <a href=\"http://www.cs.toronto.edu/~sheila/publications/cam-etal-socs17.pdf\"\n     onclick=\"return trackOutboundLink('publications', 'click', 'camacho-chen-sanner-mcilraith-nonmarkovianrewardsexpressedinltlguidingsearchviarewardshaping-2017', 'http://www.cs.toronto.edu/~sheila/publications/cam-etal-socs17.pdf', event);\">\n    Non-Markovian Rewards Expressed in LTL: Guiding Search Via Reward Shaping.\n  </a>\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  <a class=\"bibbase author link\" href=\"http://www.albertocamacho.com/\">Camacho, A.</a>; Chen, O.; <a class=\"bibbase author link\" href=\"https://d3m.mie.utoronto.ca/publications/\">Sanner, S.</a>;  and <a class=\"bibbase author link\" href=\"https://www.cs.toronto.edu/~sheila/publications/index.html\">McIlraith, S. A.</a>\n</span>\n\n  \n\n</span>\n\n  In <i>Proceedings of the Tenth International Symposium on Combinatorial Search (SoCS-17)</i>, pages 159–160,  2017. \n  <span class=\"note\"></span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n  <a href=\"http://www.cs.toronto.edu/~sheila/publications/cam-etal-socs17.pdf\"\n     onclick=\"log_download('camacho-chen-sanner-mcilraith-nonmarkovianrewardsexpressedinltlguidingsearchviarewardshaping-2017', 'http://www.cs.toronto.edu/~sheila/publications/cam-etal-socs17.pdf', event.ctrlKey, event)\">\n    <img src=\"//bibbase.org/img/filetypes/pdf.svg\"\n\t     alt=\"Non-Markovian Rewards Expressed in LTL: Guiding Search Via Reward Shaping [pdf]\"\n       title=\" paper\"\n\t     class=\"bibbase_icon\"\n         ><span class=\"bibbase_icon_text\"> paper</span></a>\n  &nbsp;\n  \n\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/camacho-chen-sanner-mcilraith-nonmarkovianrewardsexpressedinltlguidingsearchviarewardshaping-2017\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n  &nbsp;\n  <span class=\"bibbase_stats_paper\" style=\"color: #777;\">\n    <span>7 downloads</span>\n  </span>\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('camacho-chen-sanner-mcilraith-nonmarkovianrewardsexpressedinltlguidingsearchviarewardshaping-2017')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@inproceedings{sanner:socs17,\n  author    = {Alberto Camacho and\n               Oscar Chen and\n               Scott Sanner and\n               Sheila A. McIlraith},\n  title     = {Non-Markovian Rewards Expressed in {LTL:} Guiding Search Via Reward Shaping},\n  booktitle = {Proceedings of the Tenth International Symposium on Combinatorial Search ({SoCS-17})},\n  url_paper = {http://www.cs.toronto.edu/~sheila/publications/cam-etal-socs17.pdf},\n  pages     = {159--160},\n  year      = {2017}\n}\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n  <div class=\"bibbase_paper\" id=\"camacho-chen-sanner-mcilraith-decisionmakingwithnonmarkovianrewardsfromltltoautomatabasedrewardshaping-2017\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  <a href=\"http://www.cs.toronto.edu/~sheila/publications/cam-etal-rldm17.pdf\"\n     onclick=\"return trackOutboundLink('publications', 'click', 'camacho-chen-sanner-mcilraith-decisionmakingwithnonmarkovianrewardsfromltltoautomatabasedrewardshaping-2017', 'http://www.cs.toronto.edu/~sheila/publications/cam-etal-rldm17.pdf', event);\">\n    Decision-Making with Non-Markovian Rewards: From LTL to automata-based reward shaping.\n  </a>\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  <a class=\"bibbase author link\" href=\"http://www.albertocamacho.com/\">Camacho, A.</a>; Chen, O.; <a class=\"bibbase author link\" href=\"https://d3m.mie.utoronto.ca/publications/\">Sanner, S.</a>;  and <a class=\"bibbase author link\" href=\"https://www.cs.toronto.edu/~sheila/publications/index.html\">McIlraith, S. A.</a>\n</span>\n\n  \n\n</span>\n\n  In <i>Proceedings of the Multi-disciplinary Conference on Reinforcement Learning and Decision Making (RLDM-17)</i>, pages 279-283,  2017. \n  <span class=\"note\">See also University of Toronto Technical Report CSRG-632</span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n  <a href=\"http://www.cs.toronto.edu/~sheila/publications/cam-etal-rldm17.pdf\"\n     onclick=\"log_download('camacho-chen-sanner-mcilraith-decisionmakingwithnonmarkovianrewardsfromltltoautomatabasedrewardshaping-2017', 'http://www.cs.toronto.edu/~sheila/publications/cam-etal-rldm17.pdf', event.ctrlKey, event)\">\n    <img src=\"//bibbase.org/img/filetypes/pdf.svg\"\n\t     alt=\"Decision-Making with Non-Markovian Rewards: From LTL to automata-based reward shaping [pdf]\"\n       title=\" paper\"\n\t     class=\"bibbase_icon\"\n         ><span class=\"bibbase_icon_text\"> paper</span></a>\n  &nbsp;\n  \n\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/camacho-chen-sanner-mcilraith-decisionmakingwithnonmarkovianrewardsfromltltoautomatabasedrewardshaping-2017\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n  &nbsp;\n  <span class=\"bibbase_stats_paper\" style=\"color: #777;\">\n    <span>5 downloads</span>\n  </span>\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('camacho-chen-sanner-mcilraith-decisionmakingwithnonmarkovianrewardsfromltltoautomatabasedrewardshaping-2017')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@inproceedings{sanner:rldm17,\n  author    = {Alberto Camacho and\n               Oscar Chen and\n               Scott Sanner and\n               Sheila A. McIlraith},\n  title     = {Decision-Making with Non-Markovian Rewards: From {LTL} to automata-based reward shaping},\n  booktitle = {Proceedings of the Multi-disciplinary Conference on Reinforcement Learning and Decision Making ({RLDM-17})},\n  pages={279-283},\n  url_paper = {http://www.cs.toronto.edu/~sheila/publications/cam-etal-rldm17.pdf},\n  year      = {2017},\n  note = {See also University of Toronto Technical Report CSRG-632}\n}\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n  <div class=\"bibbase_paper\" id=\"camacho-chen-sanner-mcilraith-decisionmakingwithnonmarkovianrewardsguidingsearchviaautomatabasedrewardshaping-2017\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  <a href=\"ftp://ftp.cs.toronto.edu/csrg-technical-reports/632/cam-che-san-mci-tr2017.pdf\"\n     onclick=\"return trackOutboundLink('publications', 'click', 'camacho-chen-sanner-mcilraith-decisionmakingwithnonmarkovianrewardsguidingsearchviaautomatabasedrewardshaping-2017', 'ftp://ftp.cs.toronto.edu/csrg-technical-reports/632/cam-che-san-mci-tr2017.pdf', event);\">\n    Decision-Making with Non-Markovian Rewards: Guiding search via automata-based reward shaping.\n  </a>\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  <a class=\"bibbase author link\" href=\"http://www.albertocamacho.com/\">Camacho, A.</a>; Chen, O.; <a class=\"bibbase author link\" href=\"https://d3m.mie.utoronto.ca/publications/\">Sanner, S.</a>;  and <a class=\"bibbase author link\" href=\"https://www.cs.toronto.edu/~sheila/publications/index.html\">McIlraith, S. A.</a>\n</span>\n\n  \n\n</span>\n\n  Technical Report CSRG-632, Department of Computer Science, University of Toronto, June 2017.\n  <span class=\"note\"></span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n  <a href=\"ftp://ftp.cs.toronto.edu/csrg-technical-reports/632/cam-che-san-mci-tr2017.pdf\"\n     onclick=\"log_download('camacho-chen-sanner-mcilraith-decisionmakingwithnonmarkovianrewardsguidingsearchviaautomatabasedrewardshaping-2017', 'ftp://ftp.cs.toronto.edu/csrg-technical-reports/632/cam-che-san-mci-tr2017.pdf', event.ctrlKey, event)\">\n    <img src=\"//bibbase.org/img/filetypes/pdf.svg\"\n\t     alt=\"Decision-Making with Non-Markovian Rewards: Guiding search via automata-based reward shaping [pdf]\"\n       title=\" paper\"\n\t     class=\"bibbase_icon\"\n         ><span class=\"bibbase_icon_text\"> paper</span></a>\n  &nbsp;\n  \n\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/camacho-chen-sanner-mcilraith-decisionmakingwithnonmarkovianrewardsguidingsearchviaautomatabasedrewardshaping-2017\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n  &nbsp;\n  <span class=\"bibbase_stats_paper\" style=\"color: #777;\">\n    <span>14 downloads</span>\n  </span>\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('camacho-chen-sanner-mcilraith-decisionmakingwithnonmarkovianrewardsguidingsearchviaautomatabasedrewardshaping-2017')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@techreport{sanner:techreport17,\n  title = {Decision-Making with Non-Markovian Rewards: Guiding search via automata-based reward shaping},\n  author    = {Alberto Camacho and\n               Oscar Chen and\n               Scott Sanner and\n               Sheila A. McIlraith},\n  url_paper = {ftp://ftp.cs.toronto.edu/csrg-technical-reports/632/cam-che-san-mci-tr2017.pdf},\n  year = {2017},\n  month = {June},\n  institution = {Department of Computer Science, University of Toronto},\n  number = {CSRG-632}\n}\t\t\t\t\t\t\t   \n\n</pre>\n</div>\n\n\n\n</div>\n\n\n\n\n\n    </div>\n  </div>\n\n  <div class=\"bibbase_group_whole\" id=\"group_2016\">\n    <div class=\"bibbase_group\"\n      onclick=\"toggleGroup('group_2016')\"\n      onkeypress=\"toggleGroup('group_2016')\"\n      tabindex=\"0\">\n      <i class=\"fa fa-angle-down bibbase_group_head_icon\"></i>&nbsp;\n      <span>2016</span>\n      <span class=\"bibbase_group_count\">\n        \n        (7)\n        \n      </span>\n    </div>\n    <div class=\"bibbase_group_body\">\n      \n  \n  <div class=\"bibbase_paper\" id=\"coles-coles-edelkamp-magazzeni-sanner-proceedingsofthetwentysixthinternationalconferenceonautomatedplanningandschedulingicaps2016londonukjune12172016-2016\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  Proceedings of the Twenty-Sixth International Conference on Automated Planning and Scheduling, ICAPS 2016, London, UK, June 12-17, 2016.\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  Coles, A. J.; Coles, A.; Edelkamp, S.; Magazzeni, D.;  and <a class=\"bibbase author link\" href=\"https://d3m.mie.utoronto.ca/publications/\">Sanner, S.</a>,\n  editors.\n  \n</span>\n\n  \n\n</span>\n\n  AAAI Press.  2016.\n  <span class=\"note\"></span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/coles-coles-edelkamp-magazzeni-sanner-proceedingsofthetwentysixthinternationalconferenceonautomatedplanningandschedulingicaps2016londonukjune12172016-2016\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('coles-coles-edelkamp-magazzeni-sanner-proceedingsofthetwentysixthinternationalconferenceonautomatedplanningandschedulingicaps2016londonukjune12172016-2016')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@proceedings{sanner:icaps16,\n  editor = {Amanda Jane Coles and Andrew Coles and Stefan Edelkamp and Daniele Magazzeni and Scott Sanner},\n  title  = {Proceedings of the Twenty-Sixth International Conference on Automated Planning and Scheduling, {{ICAPS}} 2016, London, UK, June 12-17, 2016},\n  publisher = &quot;{AAAI} Press&quot;,\n  year      = &quot;2016&quot;\n}\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n  <div class=\"bibbase_paper\" id=\"delgado-debarros-dias-sanner-realtimedynamicprogrammingformarkovdecisionprocesseswithimpreciseprobabilities-2016\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  <a href=\"http://www.sciencedirect.com/science/article/pii/S0004370215001411\"\n     onclick=\"return trackOutboundLink('publications', 'click', 'delgado-debarros-dias-sanner-realtimedynamicprogrammingformarkovdecisionprocesseswithimpreciseprobabilities-2016', 'http://www.sciencedirect.com/science/article/pii/S0004370215001411', event);\">\n    Real-time Dynamic Programming for Markov Decision Processes with Imprecise Probabilities.\n  </a>\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  Delgado, K. V.; de Barros, L. N.; Dias, D. B.;  and <a class=\"bibbase author link\" href=\"https://d3m.mie.utoronto.ca/publications/\">Sanner, S.</a>\n</span>\n\n  \n\n</span>\n\n  <i>Artificial Intelligence Journal (AIJ)</i>, 230: 192–223.  2016.\n  <span class=\"note\"></span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n  <a href=\"http://www.sciencedirect.com/science/article/pii/S0004370215001411\"\n     onclick=\"log_download('delgado-debarros-dias-sanner-realtimedynamicprogrammingformarkovdecisionprocesseswithimpreciseprobabilities-2016', 'http://www.sciencedirect.com/science/article/pii/S0004370215001411', event.ctrlKey, event)\">\n    <img src=\"//bibbase.org/img/filetypes/link.svg\"\n\t     alt=\"Real-time Dynamic Programming for Markov Decision Processes with Imprecise Probabilities [link]\"\n       title=\" paper\"\n\t     class=\"bibbase_icon\"\n         ><span class=\"bibbase_icon_text\"> paper</span></a>\n  &nbsp;\n  \n\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/delgado-debarros-dias-sanner-realtimedynamicprogrammingformarkovdecisionprocesseswithimpreciseprobabilities-2016\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n  &nbsp;\n  <span class=\"bibbase_stats_paper\" style=\"color: #777;\">\n    <span>1 download</span>\n  </span>\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('delgado-debarros-dias-sanner-realtimedynamicprogrammingformarkovdecisionprocesseswithimpreciseprobabilities-2016')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@article{sanner:aij16,\n  author = {K. V. Delgado and L. N. de Barros and D. B. Dias and S. Sanner},\n  title = {Real-time Dynamic Programming for Markov Decision Processes with Imprecise Probabilities},\n  year = {2016},\n  journal = &quot;Artificial Intelligence Journal ({AIJ})&quot;,\n  volume = &quot;230&quot;,\n  pages = &quot;192--223&quot;,\n  url_paper = {http://www.sciencedirect.com/science/article/pii/S0004370215001411}\n}\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n  <div class=\"bibbase_paper\" id=\"guilliard-sanner-trevizan-williams-anonhomogenoustimemixedintegerlpformulationfortrafficsignalcontrol-2016\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  <a href=\"https://ssanner.github.io/papers/anu/TRR_qtm_paper.pdf\"\n     onclick=\"return trackOutboundLink('publications', 'click', 'guilliard-sanner-trevizan-williams-anonhomogenoustimemixedintegerlpformulationfortrafficsignalcontrol-2016', 'https://ssanner.github.io/papers/anu/TRR_qtm_paper.pdf', event);\">\n    A Non-homogenous Time Mixed Integer LP Formulation for Traffic Signal Control.\n  </a>\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  Guilliard, I.; <a class=\"bibbase author link\" href=\"https://d3m.mie.utoronto.ca/publications/\">Sanner, S.</a>; Trevizan, F.;  and Williams, B.\n</span>\n\n  \n\n</span>\n\n  <i>Transport Research Record (TRR): Journal of the Transport Research Board</i>, 2525.  2016.\n  <span class=\"note\">Recipient of the Kikuchi-Karlaftis Best Paper Award.</span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n  <a href=\"https://ssanner.github.io/papers/anu/TRR_qtm_paper.pdf\"\n     onclick=\"log_download('guilliard-sanner-trevizan-williams-anonhomogenoustimemixedintegerlpformulationfortrafficsignalcontrol-2016', 'https://ssanner.github.io/papers/anu/TRR_qtm_paper.pdf', event.ctrlKey, event)\">\n    <img src=\"//bibbase.org/img/filetypes/pdf.svg\"\n\t     alt=\"A Non-homogenous Time Mixed Integer LP Formulation for Traffic Signal Control [pdf]\"\n       title=\" paper\"\n\t     class=\"bibbase_icon\"\n         ><span class=\"bibbase_icon_text\"> paper</span></a>\n  &nbsp;\n  \n\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/guilliard-sanner-trevizan-williams-anonhomogenoustimemixedintegerlpformulationfortrafficsignalcontrol-2016\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n  &nbsp;\n  <span class=\"bibbase_stats_paper\" style=\"color: #777;\">\n    <span>7 downloads</span>\n  </span>\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('guilliard-sanner-trevizan-williams-anonhomogenoustimemixedintegerlpformulationfortrafficsignalcontrol-2016')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@article{sanner:trr16,\n  author = {I. Guilliard and S. Sanner and F. Trevizan and B. Williams},\n  title = {A Non-homogenous Time Mixed Integer LP Formulation for Traffic Signal Control},\n  year = {2016},\n  volume = {2525},\n  note = {Recipient of the Kikuchi-Karlaftis Best Paper Award.},\n  journal = {Transport Research Record ({TRR}): Journal of the Transport Research Board},\n  url_paper = {https://ssanner.github.io/papers/anu/TRR_qtm_paper.pdf}\n}\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n  <div class=\"bibbase_paper\" id=\"sedhain-bui-kawale-vlassis-kveton-menon-bui-sanner-practicallinearmodelsforlargescaleoneclasscollaborativefiltering-2016\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  <a href=\"https://ssanner.github.io/papers/anu/ijcai16_proj_lrec.pdf\"\n     onclick=\"return trackOutboundLink('publications', 'click', 'sedhain-bui-kawale-vlassis-kveton-menon-bui-sanner-practicallinearmodelsforlargescaleoneclasscollaborativefiltering-2016', 'https://ssanner.github.io/papers/anu/ijcai16_proj_lrec.pdf', event);\">\n    Practical Linear Models for Large-Scale One-Class Collaborative Filtering.\n  </a>\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  Sedhain, S.; Bui, H.; Kawale, J.; Vlassis, N.; Kveton, B.; Menon, A.; Bui, T.;  and <a class=\"bibbase author link\" href=\"https://d3m.mie.utoronto.ca/publications/\">Sanner, S.</a>\n</span>\n\n  \n\n</span>\n\n  In <i>Proceedings of the 25th International Joint Conference on Artificial Intelligence (IJCAI-16)</i>, New York, USA,  2016. \n  <span class=\"note\"></span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n  <a href=\"https://ssanner.github.io/papers/anu/ijcai16_proj_lrec.pdf\"\n     onclick=\"log_download('sedhain-bui-kawale-vlassis-kveton-menon-bui-sanner-practicallinearmodelsforlargescaleoneclasscollaborativefiltering-2016', 'https://ssanner.github.io/papers/anu/ijcai16_proj_lrec.pdf', event.ctrlKey, event)\">\n    <img src=\"//bibbase.org/img/filetypes/pdf.svg\"\n\t     alt=\"Practical Linear Models for Large-Scale One-Class Collaborative Filtering [pdf]\"\n       title=\" paper\"\n\t     class=\"bibbase_icon\"\n         ><span class=\"bibbase_icon_text\"> paper</span></a>\n  &nbsp;\n  \n\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/sedhain-bui-kawale-vlassis-kveton-menon-bui-sanner-practicallinearmodelsforlargescaleoneclasscollaborativefiltering-2016\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n  &nbsp;\n  <span class=\"bibbase_stats_paper\" style=\"color: #777;\">\n    <span>14 downloads</span>\n  </span>\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('sedhain-bui-kawale-vlassis-kveton-menon-bui-sanner-practicallinearmodelsforlargescaleoneclasscollaborativefiltering-2016')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@inproceedings{sanner:ijcai16a,\n  author = {S. Sedhain and H. Bui and J. Kawale and N. Vlassis and B. Kveton and A. Menon and T. Bui and S. Sanner},\n  year = {2016},\n  title = {Practical Linear Models for Large-Scale One-Class Collaborative Filtering},\n  booktitle = {Proceedings of the 25th International Joint Conference on Artificial Intelligence ({IJCAI-16})},\n  address = {New York, USA},\n  url_paper = {https://ssanner.github.io/papers/anu/ijcai16_proj_lrec.pdf}\n}\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n  <div class=\"bibbase_paper\" id=\"kinathil-sanner-das-dellapenna-asymbolicclosedformsolutiontosequentialmarketmakingwithinventory-2016\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  <a href=\"https://ssanner.github.io/papers/anu/ijcai16_mm.pdf\"\n     onclick=\"return trackOutboundLink('publications', 'click', 'kinathil-sanner-das-dellapenna-asymbolicclosedformsolutiontosequentialmarketmakingwithinventory-2016', 'https://ssanner.github.io/papers/anu/ijcai16_mm.pdf', event);\">\n    A Symbolic Closed-form Solution to Sequential Market Making with Inventory.\n  </a>\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  Kinathil, S.; <a class=\"bibbase author link\" href=\"https://d3m.mie.utoronto.ca/publications/\">Sanner, S.</a>; Das, S.;  and Della-Penna, N.\n</span>\n\n  \n\n</span>\n\n  In <i>Proceedings of the 25th International Joint Conference on Artificial Intelligence (IJCAI-16)</i>, New York, USA,  2016. \n  <span class=\"note\"></span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n  <a href=\"https://ssanner.github.io/papers/anu/ijcai16_mm.pdf\"\n     onclick=\"log_download('kinathil-sanner-das-dellapenna-asymbolicclosedformsolutiontosequentialmarketmakingwithinventory-2016', 'https://ssanner.github.io/papers/anu/ijcai16_mm.pdf', event.ctrlKey, event)\">\n    <img src=\"//bibbase.org/img/filetypes/pdf.svg\"\n\t     alt=\"A Symbolic Closed-form Solution to Sequential Market Making with Inventory [pdf]\"\n       title=\" paper\"\n\t     class=\"bibbase_icon\"\n         ><span class=\"bibbase_icon_text\"> paper</span></a>\n  &nbsp;\n  \n\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/kinathil-sanner-das-dellapenna-asymbolicclosedformsolutiontosequentialmarketmakingwithinventory-2016\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n  &nbsp;\n  <span class=\"bibbase_stats_paper\" style=\"color: #777;\">\n    <span>3 downloads</span>\n  </span>\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('kinathil-sanner-das-dellapenna-asymbolicclosedformsolutiontosequentialmarketmakingwithinventory-2016')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@inproceedings{sanner:ijcai16b,\n  author = {S. Kinathil and S. Sanner and S. Das and N. Della-Penna},\n  year = {2016},\n  title = {A Symbolic Closed-form Solution to Sequential Market Making with Inventory},\n  booktitle = {Proceedings of the 25th International Joint Conference on Artificial Intelligence ({IJCAI-16})},\n  address = {New York, USA},\n  url_paper = {https://ssanner.github.io/papers/anu/ijcai16_mm.pdf}\n}\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n  <div class=\"bibbase_paper\" id=\"afshar-sanner-webers-closedformgibbssamplingforgraphicalmodelswithalgebraicconstraints-2016\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  <a href=\"https://ssanner.github.io/papers/anu/aaai16_sgibbs.pdf\"\n     onclick=\"return trackOutboundLink('publications', 'click', 'afshar-sanner-webers-closedformgibbssamplingforgraphicalmodelswithalgebraicconstraints-2016', 'https://ssanner.github.io/papers/anu/aaai16_sgibbs.pdf', event);\">\n    Closed-form Gibbs Sampling for Graphical Models with Algebraic Constraints.\n  </a>\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  Afshar, H.; <a class=\"bibbase author link\" href=\"https://d3m.mie.utoronto.ca/publications/\">Sanner, S.</a>;  and Webers, C.\n</span>\n\n  \n\n</span>\n\n  In <i>Proceedings of the 30th AAAI Conference on Artificial Intelligence (AAAI-16)</i>, Phoenix, USA,  2016. \n  <span class=\"note\"></span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n  <a href=\"https://ssanner.github.io/papers/anu/aaai16_sgibbs.pdf\"\n     onclick=\"log_download('afshar-sanner-webers-closedformgibbssamplingforgraphicalmodelswithalgebraicconstraints-2016', 'https://ssanner.github.io/papers/anu/aaai16_sgibbs.pdf', event.ctrlKey, event)\">\n    <img src=\"//bibbase.org/img/filetypes/pdf.svg\"\n\t     alt=\"Closed-form Gibbs Sampling for Graphical Models with Algebraic Constraints [pdf]\"\n       title=\" paper\"\n\t     class=\"bibbase_icon\"\n         ><span class=\"bibbase_icon_text\"> paper</span></a>\n  &nbsp;\n  \n\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/afshar-sanner-webers-closedformgibbssamplingforgraphicalmodelswithalgebraicconstraints-2016\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n  &nbsp;\n  <span class=\"bibbase_stats_paper\" style=\"color: #777;\">\n    <span>8 downloads</span>\n  </span>\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('afshar-sanner-webers-closedformgibbssamplingforgraphicalmodelswithalgebraicconstraints-2016')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@inproceedings{sanner:aaai16a,\n  author = {H. Afshar and S. Sanner and C. Webers},\n  title = {Closed-form Gibbs Sampling for Graphical Models with Algebraic Constraints},\n  year = {2016},\n  booktitle = {Proceedings of the 30th {AAAI} Conference on Artificial Intelligence ({AAAI-16})},\n  address = {Phoenix, USA},\n  url_paper = {https://ssanner.github.io/papers/anu/aaai16_sgibbs.pdf}\n}\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n  <div class=\"bibbase_paper\" id=\"sedhain-menon-sanner-braziunas-ontheeffectivenessoflinearmodelsforoneclasscollaborativefiltering-2016\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  <a href=\"https://ssanner.github.io/papers/anu/aaai16_lrec.pdf\"\n     onclick=\"return trackOutboundLink('publications', 'click', 'sedhain-menon-sanner-braziunas-ontheeffectivenessoflinearmodelsforoneclasscollaborativefiltering-2016', 'https://ssanner.github.io/papers/anu/aaai16_lrec.pdf', event);\">\n    On the Effectiveness of Linear Models for One-Class Collaborative Filtering.\n  </a>\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  Sedhain, S.; Menon, A.; <a class=\"bibbase author link\" href=\"https://d3m.mie.utoronto.ca/publications/\">Sanner, S.</a>;  and Braziunas, D.\n</span>\n\n  \n\n</span>\n\n  In <i>Proceedings of the 30th AAAI Conference on Artificial Intelligence (AAAI-16)</i>, Phoenix, USA,  2016. \n  <span class=\"note\"></span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n  <a href=\"https://ssanner.github.io/papers/anu/aaai16_lrec.pdf\"\n     onclick=\"log_download('sedhain-menon-sanner-braziunas-ontheeffectivenessoflinearmodelsforoneclasscollaborativefiltering-2016', 'https://ssanner.github.io/papers/anu/aaai16_lrec.pdf', event.ctrlKey, event)\">\n    <img src=\"//bibbase.org/img/filetypes/pdf.svg\"\n\t     alt=\"On the Effectiveness of Linear Models for One-Class Collaborative Filtering [pdf]\"\n       title=\" paper\"\n\t     class=\"bibbase_icon\"\n         ><span class=\"bibbase_icon_text\"> paper</span></a>\n  &nbsp;\n  \n\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/sedhain-menon-sanner-braziunas-ontheeffectivenessoflinearmodelsforoneclasscollaborativefiltering-2016\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n  &nbsp;\n  <span class=\"bibbase_stats_paper\" style=\"color: #777;\">\n    <span>7 downloads</span>\n  </span>\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('sedhain-menon-sanner-braziunas-ontheeffectivenessoflinearmodelsforoneclasscollaborativefiltering-2016')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@inproceedings{sanner:aaai16b,\n  author = {S. Sedhain and A. Menon and S. Sanner and D. Braziunas},\n  title = {On the Effectiveness of Linear Models for One-Class Collaborative Filtering},\n  year = {2016},\n  booktitle = {Proceedings of the 30th {AAAI} Conference on Artificial Intelligence ({AAAI-16})},\n  address = {Phoenix, USA},\n  url_paper = {https://ssanner.github.io/papers/anu/aaai16_lrec.pdf}\n}\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n\n\n\n    </div>\n  </div>\n\n  <div class=\"bibbase_group_whole\" id=\"group_2015\">\n    <div class=\"bibbase_group\"\n      onclick=\"toggleGroup('group_2015')\"\n      onkeypress=\"toggleGroup('group_2015')\"\n      tabindex=\"0\">\n      <i class=\"fa fa-angle-down bibbase_group_head_icon\"></i>&nbsp;\n      <span>2015</span>\n      <span class=\"bibbase_group_count\">\n        \n        (10)\n        \n      </span>\n    </div>\n    <div class=\"bibbase_group_body\">\n      \n  \n  <div class=\"bibbase_paper\" id=\"vallati-chrpa-grzes-mccluskey-roberts-sanner-the2014internationalplanningcompetitionprogressandtrends-2015\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  <a href=\"https://ssanner.github.io/papers/anu/aimag15_ipc.pdf\"\n     onclick=\"return trackOutboundLink('publications', 'click', 'vallati-chrpa-grzes-mccluskey-roberts-sanner-the2014internationalplanningcompetitionprogressandtrends-2015', 'https://ssanner.github.io/papers/anu/aimag15_ipc.pdf', event);\">\n    The 2014 International Planning Competition: Progress and Trends.\n  </a>\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  Vallati, M.; Chrpa, L.; Grzes, M.; McCluskey, T. L.; Roberts, M.;  and <a class=\"bibbase author link\" href=\"https://d3m.mie.utoronto.ca/publications/\">Sanner, S.</a>\n</span>\n\n  \n\n</span>\n\n  <i>Artificial Intelligence Magazine (AI Magazine)</i>, 36(3): 90–98.  2015.\n  <span class=\"note\"></span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n  <a href=\"https://ssanner.github.io/papers/anu/aimag15_ipc.pdf\"\n     onclick=\"log_download('vallati-chrpa-grzes-mccluskey-roberts-sanner-the2014internationalplanningcompetitionprogressandtrends-2015', 'https://ssanner.github.io/papers/anu/aimag15_ipc.pdf', event.ctrlKey, event)\">\n    <img src=\"//bibbase.org/img/filetypes/pdf.svg\"\n\t     alt=\"The 2014 International Planning Competition: Progress and Trends [pdf]\"\n       title=\" paper\"\n\t     class=\"bibbase_icon\"\n         ><span class=\"bibbase_icon_text\"> paper</span></a>\n  &nbsp;\n  \n\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/vallati-chrpa-grzes-mccluskey-roberts-sanner-the2014internationalplanningcompetitionprogressandtrends-2015\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n  &nbsp;\n  <span class=\"bibbase_stats_paper\" style=\"color: #777;\">\n    <span>3 downloads</span>\n  </span>\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('vallati-chrpa-grzes-mccluskey-roberts-sanner-the2014internationalplanningcompetitionprogressandtrends-2015')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@article{sanner:aimag15,\n  author     = {M. Vallati and L. Chrpa and M. Grzes and T. L. McCluskey and M. Roberts and S. Sanner},\n  title      = {The 2014 International Planning Competition: Progress and Trends}, \n  journal    = {Artificial Intelligence Magazine ({AI Magazine})},\n  year       = {2015},\n  volume={36},\n  number={3},\n  pages={90--98},\n  url_paper = {https://ssanner.github.io/papers/anu/aimag15_ipc.pdf}\n}\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n  <div class=\"bibbase_paper\" id=\"sedhain-menon-sanner-xie-autorecautoencodersmeetcollaborativefiltering-2015\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  <a href=\"https://ssanner.github.io/papers/anu/www15.pdf\"\n     onclick=\"return trackOutboundLink('publications', 'click', 'sedhain-menon-sanner-xie-autorecautoencodersmeetcollaborativefiltering-2015', 'https://ssanner.github.io/papers/anu/www15.pdf', event);\">\n    AutoRec: Autoencoders Meet Collaborative Filtering.\n  </a>\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  Sedhain, S.; Menon, A.; <a class=\"bibbase author link\" href=\"https://d3m.mie.utoronto.ca/publications/\">Sanner, S.</a>;  and Xie, L.\n</span>\n\n  \n\n</span>\n\n  In <i>Proceedings of the 24th International Conference on the World Wide Web (WWW-15)</i>, Florence, Italy,  2015. \n  <span class=\"note\"></span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n  <a href=\"https://ssanner.github.io/papers/anu/www15.pdf\"\n     onclick=\"log_download('sedhain-menon-sanner-xie-autorecautoencodersmeetcollaborativefiltering-2015', 'https://ssanner.github.io/papers/anu/www15.pdf', event.ctrlKey, event)\">\n    <img src=\"//bibbase.org/img/filetypes/pdf.svg\"\n\t     alt=\"AutoRec: Autoencoders Meet Collaborative Filtering [pdf]\"\n       title=\" paper\"\n\t     class=\"bibbase_icon\"\n         ><span class=\"bibbase_icon_text\"> paper</span></a>\n  &nbsp;\n  \n\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/sedhain-menon-sanner-xie-autorecautoencodersmeetcollaborativefiltering-2015\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n  &nbsp;\n  <span class=\"bibbase_stats_paper\" style=\"color: #777;\">\n    <span>7 downloads</span>\n  </span>\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('sedhain-menon-sanner-xie-autorecautoencodersmeetcollaborativefiltering-2015')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@inproceedings{sanner:www15,\n  author    = {S. Sedhain and A. Menon and S. Sanner and L. Xie},\n  title     = {AutoRec: Autoencoders Meet Collaborative Filtering},\n  booktitle = {Proceedings of the 24th International Conference on the World Wide Web {(WWW-15)}},\n  address   = {Florence, Italy},\n  year      = {2015},\n  url_paper = {https://ssanner.github.io/papers/anu/www15.pdf}\n}\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n  <div class=\"bibbase_paper\" id=\"yu-xie-sanner-thelifecyleofayoutubevideophasescontentandpopularity-2015\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  <a href=\"https://ssanner.github.io/papers/anu/icwsm15.pdf\"\n     onclick=\"return trackOutboundLink('publications', 'click', 'yu-xie-sanner-thelifecyleofayoutubevideophasescontentandpopularity-2015', 'https://ssanner.github.io/papers/anu/icwsm15.pdf', event);\">\n    The Lifecyle of a Youtube Video: Phases, Content and Popularity.\n  </a>\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  Yu, H.; Xie, L.;  and <a class=\"bibbase author link\" href=\"https://d3m.mie.utoronto.ca/publications/\">Sanner, S.</a>\n</span>\n\n  \n\n</span>\n\n  In <i>Proceedings of the 9th International Conference on Web and Social Media (ICWSM-15)</i>, Oxford, UK,  2015. \n  <span class=\"note\"></span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n  <a href=\"https://ssanner.github.io/papers/anu/icwsm15.pdf\"\n     onclick=\"log_download('yu-xie-sanner-thelifecyleofayoutubevideophasescontentandpopularity-2015', 'https://ssanner.github.io/papers/anu/icwsm15.pdf', event.ctrlKey, event)\">\n    <img src=\"//bibbase.org/img/filetypes/pdf.svg\"\n\t     alt=\"The Lifecyle of a Youtube Video: Phases, Content and Popularity [pdf]\"\n       title=\" paper\"\n\t     class=\"bibbase_icon\"\n         ><span class=\"bibbase_icon_text\"> paper</span></a>\n  &nbsp;\n  \n\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/yu-xie-sanner-thelifecyleofayoutubevideophasescontentandpopularity-2015\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n  &nbsp;\n  <span class=\"bibbase_stats_paper\" style=\"color: #777;\">\n    <span>4 downloads</span>\n  </span>\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('yu-xie-sanner-thelifecyleofayoutubevideophasescontentandpopularity-2015')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@inproceedings{sanner:icwsm15,\n  author    = {H. Yu and L. Xie and S. Sanner},\n  title     = {The Lifecyle of a Youtube Video: Phases, Content and Popularity},\n  booktitle = {Proceedings of the 9th International Conference on Web and Social Media {(ICWSM-15)}},\n  address   = {Oxford, UK},\n  year      = {2015},\n  url_paper = {https://ssanner.github.io/papers/anu/icwsm15.pdf}\n}\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n  <div class=\"bibbase_paper\" id=\"afshar-sanner-abbasnejad-lineartimegibbssamplinginpiecewisegraphicalmodels-2015\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  <a href=\"https://ssanner.github.io/papers/anu/aaai15_fb.pdf\"\n     onclick=\"return trackOutboundLink('publications', 'click', 'afshar-sanner-abbasnejad-lineartimegibbssamplinginpiecewisegraphicalmodels-2015', 'https://ssanner.github.io/papers/anu/aaai15_fb.pdf', event);\">\n    Linear-time Gibbs Sampling in Piecewise Graphical Models.\n  </a>\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  Afshar, H.; <a class=\"bibbase author link\" href=\"https://d3m.mie.utoronto.ca/publications/\">Sanner, S.</a>;  and Abbasnejad, E.\n</span>\n\n  \n\n</span>\n\n  In <i>Proceedings of the 29th AAAI Conference on Artificial Intelligence (AAAI-15)</i>, Austin, USA,  2015. \n  <span class=\"note\"></span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n  <a href=\"https://ssanner.github.io/papers/anu/aaai15_fb.pdf\"\n     onclick=\"log_download('afshar-sanner-abbasnejad-lineartimegibbssamplinginpiecewisegraphicalmodels-2015', 'https://ssanner.github.io/papers/anu/aaai15_fb.pdf', event.ctrlKey, event)\">\n    <img src=\"//bibbase.org/img/filetypes/pdf.svg\"\n\t     alt=\"Linear-time Gibbs Sampling in Piecewise Graphical Models [pdf]\"\n       title=\" paper\"\n\t     class=\"bibbase_icon\"\n         ><span class=\"bibbase_icon_text\"> paper</span></a>\n  &nbsp;\n  \n\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/afshar-sanner-abbasnejad-lineartimegibbssamplinginpiecewisegraphicalmodels-2015\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n  &nbsp;\n  <span class=\"bibbase_stats_paper\" style=\"color: #777;\">\n    <span>5 downloads</span>\n  </span>\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('afshar-sanner-abbasnejad-lineartimegibbssamplinginpiecewisegraphicalmodels-2015')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@inproceedings{sanner:aaai15a,\n  author = {H. Afshar and S. Sanner and E. Abbasnejad},\n  title = {Linear-time {Gibbs} Sampling in Piecewise Graphical Models},\n  year = {2015},\n  booktitle = {Proceedings of the 29th {AAAI} Conference on Artificial Intelligence ({AAAI-15})},\n  address = {Austin, USA},\n  url_paper = {https://ssanner.github.io/papers/anu/aaai15_fb.pdf}\n}\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n  <div class=\"bibbase_paper\" id=\"abbasnejad-domke-sanner-losscalibratedmontecarloactionselection-2015\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  <a href=\"https://ssanner.github.io/papers/anu/aaai15_mcas.pdf\"\n     onclick=\"return trackOutboundLink('publications', 'click', 'abbasnejad-domke-sanner-losscalibratedmontecarloactionselection-2015', 'https://ssanner.github.io/papers/anu/aaai15_mcas.pdf', event);\">\n    Loss-calibrated Monte Carlo Action Selection.\n  </a>\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  Abbasnejad, E.; Domke, J.;  and <a class=\"bibbase author link\" href=\"https://d3m.mie.utoronto.ca/publications/\">Sanner, S.</a>\n</span>\n\n  \n\n</span>\n\n  In <i>Proceedings of the 29th AAAI Conference on Artificial Intelligence (AAAI-15)</i>, Austin, USA,  2015. \n  <span class=\"note\"></span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n  <a href=\"https://ssanner.github.io/papers/anu/aaai15_mcas.pdf\"\n     onclick=\"log_download('abbasnejad-domke-sanner-losscalibratedmontecarloactionselection-2015', 'https://ssanner.github.io/papers/anu/aaai15_mcas.pdf', event.ctrlKey, event)\">\n    <img src=\"//bibbase.org/img/filetypes/pdf.svg\"\n\t     alt=\"Loss-calibrated Monte Carlo Action Selection [pdf]\"\n       title=\" paper\"\n\t     class=\"bibbase_icon\"\n         ><span class=\"bibbase_icon_text\"> paper</span></a>\n  &nbsp;\n  \n\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/abbasnejad-domke-sanner-losscalibratedmontecarloactionselection-2015\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n  &nbsp;\n  <span class=\"bibbase_stats_paper\" style=\"color: #777;\">\n    <span>3 downloads</span>\n  </span>\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('abbasnejad-domke-sanner-losscalibratedmontecarloactionselection-2015')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@inproceedings{sanner:aaai15b,\n  author = {E. Abbasnejad and J. Domke and S. Sanner},\n  title = {Loss-calibrated {Monte Carlo} Action Selection},\n  year = {2015},\n  booktitle = {Proceedings of the 29th {AAAI} Conference on Artificial Intelligence ({AAAI-15})},\n  address = {Austin, USA},\n  url_paper = {https://ssanner.github.io/papers/anu/aaai15_mcas.pdf}\n}\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n  <div class=\"bibbase_paper\" id=\"vianna-debarros-sanner-realtimesymbolicdynamicprogrammingforhybridmdps-2015\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  <a href=\"https://ssanner.github.io/papers/anu/aaai15_rtsdp.pdf\"\n     onclick=\"return trackOutboundLink('publications', 'click', 'vianna-debarros-sanner-realtimesymbolicdynamicprogrammingforhybridmdps-2015', 'https://ssanner.github.io/papers/anu/aaai15_rtsdp.pdf', event);\">\n    Real-time Symbolic Dynamic Programming for Hybrid MDPs.\n  </a>\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  Vianna, L. G. R.; de Barros, L. N.;  and <a class=\"bibbase author link\" href=\"https://d3m.mie.utoronto.ca/publications/\">Sanner, S.</a>\n</span>\n\n  \n\n</span>\n\n  In <i>Proceedings of the 29th AAAI Conference on Artificial Intelligence (AAAI-15)</i>, Austin, USA,  2015. \n  <span class=\"note\"></span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n  <a href=\"https://ssanner.github.io/papers/anu/aaai15_rtsdp.pdf\"\n     onclick=\"log_download('vianna-debarros-sanner-realtimesymbolicdynamicprogrammingforhybridmdps-2015', 'https://ssanner.github.io/papers/anu/aaai15_rtsdp.pdf', event.ctrlKey, event)\">\n    <img src=\"//bibbase.org/img/filetypes/pdf.svg\"\n\t     alt=\"Real-time Symbolic Dynamic Programming for Hybrid MDPs [pdf]\"\n       title=\" paper\"\n\t     class=\"bibbase_icon\"\n         ><span class=\"bibbase_icon_text\"> paper</span></a>\n  &nbsp;\n  \n\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/vianna-debarros-sanner-realtimesymbolicdynamicprogrammingforhybridmdps-2015\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n  &nbsp;\n  <span class=\"bibbase_stats_paper\" style=\"color: #777;\">\n    <span>1 download</span>\n  </span>\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('vianna-debarros-sanner-realtimesymbolicdynamicprogrammingforhybridmdps-2015')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@inproceedings{sanner:aaai15c,\n  author = {L. G. Rocha Vianna and L. N. de Barros and S. Sanner},\n  title = {Real-time Symbolic Dynamic Programming for Hybrid {MDPs}},\n  year = {2015},\n  booktitle = {Proceedings of the 29th {AAAI} Conference on Artificial Intelligence ({AAAI-15})},\n  address = {Austin, USA},\n  url_paper = {https://ssanner.github.io/papers/anu/aaai15_rtsdp.pdf}\n}\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n  <div class=\"bibbase_paper\" id=\"wu-sanner-oliveira-bayesianmodelaveragingnaivebayesaveragingoveranexponentialnumberoffeaturemodelsinlineartime-2015\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  <a href=\"https://ssanner.github.io/papers/anu/aaai15_bmanb.pdf\"\n     onclick=\"return trackOutboundLink('publications', 'click', 'wu-sanner-oliveira-bayesianmodelaveragingnaivebayesaveragingoveranexponentialnumberoffeaturemodelsinlineartime-2015', 'https://ssanner.github.io/papers/anu/aaai15_bmanb.pdf', event);\">\n    Bayesian Model Averaging Naive Bayes: Averaging over an Exponential Number of Feature Models in Linear Time.\n  </a>\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  <a class=\"bibbase author link\" href=\"https://web.cs.dal.ca/~gaw/publications/\">Wu, G.</a>; <a class=\"bibbase author link\" href=\"https://d3m.mie.utoronto.ca/publications/\">Sanner, S.</a>;  and Oliveira, R. F.\n</span>\n\n  \n\n</span>\n\n  In <i>Proceedings of the 29th AAAI Conference on Artificial Intelligence (AAAI-15)</i>, Austin, USA,  2015. \n  <span class=\"note\"></span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n  <a href=\"https://ssanner.github.io/papers/anu/aaai15_bmanb.pdf\"\n     onclick=\"log_download('wu-sanner-oliveira-bayesianmodelaveragingnaivebayesaveragingoveranexponentialnumberoffeaturemodelsinlineartime-2015', 'https://ssanner.github.io/papers/anu/aaai15_bmanb.pdf', event.ctrlKey, event)\">\n    <img src=\"//bibbase.org/img/filetypes/pdf.svg\"\n\t     alt=\"Bayesian Model Averaging Naive Bayes: Averaging over an Exponential Number of Feature Models in Linear Time [pdf]\"\n       title=\" paper\"\n\t     class=\"bibbase_icon\"\n         ><span class=\"bibbase_icon_text\"> paper</span></a>\n  &nbsp;\n  \n\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/wu-sanner-oliveira-bayesianmodelaveragingnaivebayesaveragingoveranexponentialnumberoffeaturemodelsinlineartime-2015\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n  &nbsp;\n  <span class=\"bibbase_stats_paper\" style=\"color: #777;\">\n    <span>16 downloads</span>\n  </span>\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('wu-sanner-oliveira-bayesianmodelaveragingnaivebayesaveragingoveranexponentialnumberoffeaturemodelsinlineartime-2015')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@inproceedings{sanner:aaai15d,\n  author = {G. Wu and S. Sanner and Rodrigo F.S.C. Oliveira},\n  title = {Bayesian Model Averaging Naive {Bayes}: Averaging over an Exponential Number of Feature Models in Linear Time},\n  year = {2015},\n  booktitle = {Proceedings of the 29th {AAAI} Conference on Artificial Intelligence ({AAAI-15})},\n  address = {Austin, USA},\n  url_paper = {https://ssanner.github.io/papers/anu/aaai15_bmanb.pdf}\n}\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n  <div class=\"bibbase_paper\" id=\"far-sanner-bouadjenek-ferraro-hawking-ontermselectiontechniquesforpatentpriorartsearch-2015\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  <a href=\"https://ssanner.github.io/papers/anu/sigir15_patents.pdf\"\n     onclick=\"return trackOutboundLink('publications', 'click', 'far-sanner-bouadjenek-ferraro-hawking-ontermselectiontechniquesforpatentpriorartsearch-2015', 'https://ssanner.github.io/papers/anu/sigir15_patents.pdf', event);\">\n    On Term Selection Techniques for Patent Prior Art Search.\n  </a>\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  Far, M. G.; <a class=\"bibbase author link\" href=\"https://d3m.mie.utoronto.ca/publications/\">Sanner, S.</a>; Bouadjenek, M. R.; Ferraro, G.;  and Hawking, D.\n</span>\n\n  \n\n</span>\n\n  In <i>Proceedings of the 38th International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR-15)</i>, pages 803–806, Santiago, Chile,  2015. \n  <span class=\"note\"></span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n  <a href=\"https://ssanner.github.io/papers/anu/sigir15_patents.pdf\"\n     onclick=\"log_download('far-sanner-bouadjenek-ferraro-hawking-ontermselectiontechniquesforpatentpriorartsearch-2015', 'https://ssanner.github.io/papers/anu/sigir15_patents.pdf', event.ctrlKey, event)\">\n    <img src=\"//bibbase.org/img/filetypes/pdf.svg\"\n\t     alt=\"On Term Selection Techniques for Patent Prior Art Search [pdf]\"\n       title=\" paper\"\n\t     class=\"bibbase_icon\"\n         ><span class=\"bibbase_icon_text\"> paper</span></a>\n  &nbsp;\n  \n\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/far-sanner-bouadjenek-ferraro-hawking-ontermselectiontechniquesforpatentpriorartsearch-2015\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n  &nbsp;\n  <span class=\"bibbase_stats_paper\" style=\"color: #777;\">\n    <span>2 downloads</span>\n  </span>\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('far-sanner-bouadjenek-ferraro-hawking-ontermselectiontechniquesforpatentpriorartsearch-2015')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@inproceedings{sanner:sigir15,\n  author    = {M. Golestan Far and S. Sanner and M. R. Bouadjenek and G. Ferraro and D. Hawking},\n  title     = {On Term Selection Techniques for Patent Prior Art Search},\n  booktitle = {Proceedings of the 38th International {ACM} {SIGIR} Conference on Research and Development in Information Retrieval {(SIGIR-15)}},\n  address   = {Santiago, Chile},\n  pages     = {803--806},\n  year      = {2015},\n  url_paper = {https://ssanner.github.io/papers/anu/sigir15_patents.pdf}\n}\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n  <div class=\"bibbase_paper\" id=\"bouadjenek-sanner-ferraro-astudyofqueryreformulationforpatentpriorartsearchwithpartialpatentapplications-2015\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  <a href=\"https://ssanner.github.io/papers/anu/icail15.pdf\"\n     onclick=\"return trackOutboundLink('publications', 'click', 'bouadjenek-sanner-ferraro-astudyofqueryreformulationforpatentpriorartsearchwithpartialpatentapplications-2015', 'https://ssanner.github.io/papers/anu/icail15.pdf', event);\">\n    A Study of Query Reformulation for Patent Prior Art Search with Partial Patent Applications.\n  </a>\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  Bouadjenek, M. R.; <a class=\"bibbase author link\" href=\"https://d3m.mie.utoronto.ca/publications/\">Sanner, S.</a>;  and Ferraro, G.\n</span>\n\n  \n\n</span>\n\n  In <i>Proceedings of the 15th International Conference on Artificial Intelligence and Law (ICAIL-15)</i>, pages 23–32, San Diego, USA,  2015. \n  <span class=\"note\"></span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n  <a href=\"https://ssanner.github.io/papers/anu/icail15.pdf\"\n     onclick=\"log_download('bouadjenek-sanner-ferraro-astudyofqueryreformulationforpatentpriorartsearchwithpartialpatentapplications-2015', 'https://ssanner.github.io/papers/anu/icail15.pdf', event.ctrlKey, event)\">\n    <img src=\"//bibbase.org/img/filetypes/pdf.svg\"\n\t     alt=\"A Study of Query Reformulation for Patent Prior Art Search with Partial Patent Applications [pdf]\"\n       title=\" paper\"\n\t     class=\"bibbase_icon\"\n         ><span class=\"bibbase_icon_text\"> paper</span></a>\n  &nbsp;\n  \n\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/bouadjenek-sanner-ferraro-astudyofqueryreformulationforpatentpriorartsearchwithpartialpatentapplications-2015\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n  &nbsp;\n  <span class=\"bibbase_stats_paper\" style=\"color: #777;\">\n    <span>2 downloads</span>\n  </span>\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('bouadjenek-sanner-ferraro-astudyofqueryreformulationforpatentpriorartsearchwithpartialpatentapplications-2015')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@inproceedings{sanner:icail15,\n  author    = {M. R. Bouadjenek and S. Sanner and G. Ferraro},\n  title     = {A Study of Query Reformulation for Patent Prior Art Search with Partial Patent Applications},\n  booktitle = {Proceedings of the 15th International Conference on Artificial Intelligence and Law {(ICAIL-15)}},\n  address   = {San Diego, USA},\n  pages     = {23--32},\n  year      = {2015},\n  url_paper = {https://ssanner.github.io/papers/anu/icail15.pdf}\n}\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n  <div class=\"bibbase_paper\" id=\"tran-christen-sanner-xie-contextawaredetectionofsneakyvandalismonwikipediaacrossmultiplelanguages-2015\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  <a href=\"https://ssanner.github.io/papers/anu/pakdd15.pdf\"\n     onclick=\"return trackOutboundLink('publications', 'click', 'tran-christen-sanner-xie-contextawaredetectionofsneakyvandalismonwikipediaacrossmultiplelanguages-2015', 'https://ssanner.github.io/papers/anu/pakdd15.pdf', event);\">\n    Context-Aware Detection of Sneaky Vandalism on Wikipedia Across Multiple Languages.\n  </a>\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  Tran, K.; Christen, P.; <a class=\"bibbase author link\" href=\"https://d3m.mie.utoronto.ca/publications/\">Sanner, S.</a>;  and Xie, L.\n</span>\n\n  \n\n</span>\n\n  In <i>Advances in Knowledge Discovery and Data Mining - 19th Pacific-Asia Conference (PAKDD-15)</i>, pages 380–391, Ho Chi Minh City, Vietnam,  2015. \n  <span class=\"note\">Recipient of the Best Student Paper Award.</span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n  <a href=\"https://ssanner.github.io/papers/anu/pakdd15.pdf\"\n     onclick=\"log_download('tran-christen-sanner-xie-contextawaredetectionofsneakyvandalismonwikipediaacrossmultiplelanguages-2015', 'https://ssanner.github.io/papers/anu/pakdd15.pdf', event.ctrlKey, event)\">\n    <img src=\"//bibbase.org/img/filetypes/pdf.svg\"\n\t     alt=\"Context-Aware Detection of Sneaky Vandalism on Wikipedia Across Multiple Languages [pdf]\"\n       title=\" paper\"\n\t     class=\"bibbase_icon\"\n         ><span class=\"bibbase_icon_text\"> paper</span></a>\n  &nbsp;\n  \n\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/tran-christen-sanner-xie-contextawaredetectionofsneakyvandalismonwikipediaacrossmultiplelanguages-2015\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n  &nbsp;\n  <span class=\"bibbase_stats_paper\" style=\"color: #777;\">\n    <span>3 downloads</span>\n  </span>\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('tran-christen-sanner-xie-contextawaredetectionofsneakyvandalismonwikipediaacrossmultiplelanguages-2015')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@inproceedings{sanner:pakdd15,\n  author    = {K.{-}N. Tran and P. Christen and S. Sanner and L. Xie},\n  title     = {Context-Aware Detection of Sneaky Vandalism on Wikipedia Across Multiple Languages},\n  booktitle = {Advances in Knowledge Discovery and Data Mining - 19th Pacific-Asia Conference {(PAKDD-15)}},\n  address   = {Ho Chi Minh City, Vietnam},\n  note = {Recipient of the Best Student Paper Award.},\n  pages     = {380--391},\n  year      = {2015},\n  url_paper = {https://ssanner.github.io/papers/anu/pakdd15.pdf}\n}\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n\n\n\n    </div>\n  </div>\n\n  <div class=\"bibbase_group_whole\" id=\"group_2014\">\n    <div class=\"bibbase_group\"\n      onclick=\"toggleGroup('group_2014')\"\n      onkeypress=\"toggleGroup('group_2014')\"\n      tabindex=\"0\">\n      <i class=\"fa fa-angle-down bibbase_group_head_icon\"></i>&nbsp;\n      <span>2014</span>\n      <span class=\"bibbase_group_count\">\n        \n        (5)\n        \n      </span>\n    </div>\n    <div class=\"bibbase_group_body\">\n      \n  \n  <div class=\"bibbase_paper\" id=\"sedhain-sanner-braziunas-xie-christensen-socialcollaborativefilteringforcoldstartrecommendations-2014\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  <a href=\"https://ssanner.github.io/papers/anu/recsys14.pdf\"\n     onclick=\"return trackOutboundLink('publications', 'click', 'sedhain-sanner-braziunas-xie-christensen-socialcollaborativefilteringforcoldstartrecommendations-2014', 'https://ssanner.github.io/papers/anu/recsys14.pdf', event);\">\n    Social Collaborative Filtering for Cold-start Recommendations.\n  </a>\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  Sedhain, S.; <a class=\"bibbase author link\" href=\"https://d3m.mie.utoronto.ca/publications/\">Sanner, S.</a>; Braziunas, D.; Xie, L.;  and Christensen, J.\n</span>\n\n  \n\n</span>\n\n  In <i>Proceedings of the 8th ACM Conference on Recommender Systems (RecSys-14)</i>, Foster City, USA,  2014. \n  <span class=\"note\"></span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n  <a href=\"https://ssanner.github.io/papers/anu/recsys14.pdf\"\n     onclick=\"log_download('sedhain-sanner-braziunas-xie-christensen-socialcollaborativefilteringforcoldstartrecommendations-2014', 'https://ssanner.github.io/papers/anu/recsys14.pdf', event.ctrlKey, event)\">\n    <img src=\"//bibbase.org/img/filetypes/pdf.svg\"\n\t     alt=\"Social Collaborative Filtering for Cold-start Recommendations [pdf]\"\n       title=\" paper\"\n\t     class=\"bibbase_icon\"\n         ><span class=\"bibbase_icon_text\"> paper</span></a>\n  &nbsp;\n  \n\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/sedhain-sanner-braziunas-xie-christensen-socialcollaborativefilteringforcoldstartrecommendations-2014\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n  &nbsp;\n  <span class=\"bibbase_stats_paper\" style=\"color: #777;\">\n    <span>3 downloads</span>\n  </span>\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('sedhain-sanner-braziunas-xie-christensen-socialcollaborativefilteringforcoldstartrecommendations-2014')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@inproceedings{sanner:recsys14,\n  author = {S. Sedhain and S. Sanner and D. Braziunas and L. Xie and J. Christensen},\n  year = {2014},\n  title = {Social Collaborative Filtering for Cold-start Recommendations},\n  booktitle = {Proceedings of the 8th {ACM} Conference on Recommender Systems ({RecSys-14})},\n  address = {Foster City, USA},\n  url_paper = {https://ssanner.github.io/papers/anu/recsys14.pdf}\n}\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n  <div class=\"bibbase_paper\" id=\"yu-xie-sanner-twitterdrivenyoutubeviewsbeyondindividualinfluencers-2014\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  <a href=\"https://ssanner.github.io/papers/anu/acmmm14.pdf\"\n     onclick=\"return trackOutboundLink('publications', 'click', 'yu-xie-sanner-twitterdrivenyoutubeviewsbeyondindividualinfluencers-2014', 'https://ssanner.github.io/papers/anu/acmmm14.pdf', event);\">\n    Twitter-driven Youtube Views: Beyond Individual Influencers.\n  </a>\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  Yu, H.; Xie, L.;  and <a class=\"bibbase author link\" href=\"https://d3m.mie.utoronto.ca/publications/\">Sanner, S.</a>\n</span>\n\n  \n\n</span>\n\n  In <i>Proceedings of the 22nd ACM International Conference on Multimedia (ACM MM-14)</i>, Orlando, USA,  2014. \n  <span class=\"note\"></span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n  <a href=\"https://ssanner.github.io/papers/anu/acmmm14.pdf\"\n     onclick=\"log_download('yu-xie-sanner-twitterdrivenyoutubeviewsbeyondindividualinfluencers-2014', 'https://ssanner.github.io/papers/anu/acmmm14.pdf', event.ctrlKey, event)\">\n    <img src=\"//bibbase.org/img/filetypes/pdf.svg\"\n\t     alt=\"Twitter-driven Youtube Views: Beyond Individual Influencers [pdf]\"\n       title=\" paper\"\n\t     class=\"bibbase_icon\"\n         ><span class=\"bibbase_icon_text\"> paper</span></a>\n  &nbsp;\n  \n\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/yu-xie-sanner-twitterdrivenyoutubeviewsbeyondindividualinfluencers-2014\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('yu-xie-sanner-twitterdrivenyoutubeviewsbeyondindividualinfluencers-2014')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@inproceedings{sanner:acmmm14,\n  author = {H. Yu and L. Xie and S. Sanner},\n  year = {2014},\n  title = {Twitter-driven Youtube Views: Beyond Individual Influencers},\n  booktitle = {Proceedings of the 22nd {ACM} International Conference on Multimedia ({ACM MM-14})},\n  address = {Orlando, USA},\n  url_paper = {https://ssanner.github.io/papers/anu/acmmm14.pdf}\n}\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n  <div class=\"bibbase_paper\" id=\"marchant-ramos-sanner-sequentialbayesianoptimisationforspatialtemporalmonitoring-2014\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  <a href=\"https://ssanner.github.io/papers/anu/uai14sbo.pdf\"\n     onclick=\"return trackOutboundLink('publications', 'click', 'marchant-ramos-sanner-sequentialbayesianoptimisationforspatialtemporalmonitoring-2014', 'https://ssanner.github.io/papers/anu/uai14sbo.pdf', event);\">\n    Sequential Bayesian Optimisation for Spatial-Temporal Monitoring.\n  </a>\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  Marchant, R.; Ramos, F.;  and <a class=\"bibbase author link\" href=\"https://d3m.mie.utoronto.ca/publications/\">Sanner, S.</a>\n</span>\n\n  \n\n</span>\n\n  In <i>Proceedings of the 30th Conference on Uncertainty in Artificial Intelligence (UAI-14)</i>, Quebec City, Canada,  2014. \n  <span class=\"note\"></span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n  <a href=\"https://ssanner.github.io/papers/anu/uai14sbo.pdf\"\n     onclick=\"log_download('marchant-ramos-sanner-sequentialbayesianoptimisationforspatialtemporalmonitoring-2014', 'https://ssanner.github.io/papers/anu/uai14sbo.pdf', event.ctrlKey, event)\">\n    <img src=\"//bibbase.org/img/filetypes/pdf.svg\"\n\t     alt=\"Sequential Bayesian Optimisation for Spatial-Temporal Monitoring [pdf]\"\n       title=\" paper\"\n\t     class=\"bibbase_icon\"\n         ><span class=\"bibbase_icon_text\"> paper</span></a>\n  &nbsp;\n  \n\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/marchant-ramos-sanner-sequentialbayesianoptimisationforspatialtemporalmonitoring-2014\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n  &nbsp;\n  <span class=\"bibbase_stats_paper\" style=\"color: #777;\">\n    <span>1 download</span>\n  </span>\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('marchant-ramos-sanner-sequentialbayesianoptimisationforspatialtemporalmonitoring-2014')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@inproceedings{sanner:uai14a,\n  author = {R. Marchant and F. Ramos and S. Sanner},\n  year = {2014}, \n  title = {Sequential Bayesian Optimisation for Spatial-Temporal Monitoring},\n  booktitle = {Proceedings of the 30th Conference on Uncertainty in Artificial Intelligence ({UAI-14})},\n  address = {Quebec City, Canada},\n  url_paper = {https://ssanner.github.io/papers/anu/uai14sbo.pdf}\n}\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n  <div class=\"bibbase_paper\" id=\"kinathil-sanner-penna-closedformsolutionstoasubclassofcontinuousstochasticgamesviasymbolicdynamicprogramming-2014\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  <a href=\"https://ssanner.github.io/papers/anu/uai14czerosum.pdf\"\n     onclick=\"return trackOutboundLink('publications', 'click', 'kinathil-sanner-penna-closedformsolutionstoasubclassofcontinuousstochasticgamesviasymbolicdynamicprogramming-2014', 'https://ssanner.github.io/papers/anu/uai14czerosum.pdf', event);\">\n    Closed-form Solutions to a Subclass of Continuous Stochastic Games via Symbolic Dynamic Programming.\n  </a>\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  Kinathil, S.; <a class=\"bibbase author link\" href=\"https://d3m.mie.utoronto.ca/publications/\">Sanner, S.</a>;  and Penna, N. D.\n</span>\n\n  \n\n</span>\n\n  In <i>Proceedings of the 30th Conference on Uncertainty in Artificial Intelligence (UAI-14)</i>, Quebec City, Canada,  2014. \n  <span class=\"note\"></span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n  <a href=\"https://ssanner.github.io/papers/anu/uai14czerosum.pdf\"\n     onclick=\"log_download('kinathil-sanner-penna-closedformsolutionstoasubclassofcontinuousstochasticgamesviasymbolicdynamicprogramming-2014', 'https://ssanner.github.io/papers/anu/uai14czerosum.pdf', event.ctrlKey, event)\">\n    <img src=\"//bibbase.org/img/filetypes/pdf.svg\"\n\t     alt=\"Closed-form Solutions to a Subclass of Continuous Stochastic Games via Symbolic Dynamic Programming [pdf]\"\n       title=\" paper\"\n\t     class=\"bibbase_icon\"\n         ><span class=\"bibbase_icon_text\"> paper</span></a>\n  &nbsp;\n  \n\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/kinathil-sanner-penna-closedformsolutionstoasubclassofcontinuousstochasticgamesviasymbolicdynamicprogramming-2014\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n  &nbsp;\n  <span class=\"bibbase_stats_paper\" style=\"color: #777;\">\n    <span>2 downloads</span>\n  </span>\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('kinathil-sanner-penna-closedformsolutionstoasubclassofcontinuousstochasticgamesviasymbolicdynamicprogramming-2014')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@inproceedings{sanner:uai14b,\n  author = {S. Kinathil and S. Sanner and N. Della Penna},\n  year = {2014}, \n  title = {Closed-form Solutions to a Subclass of Continuous Stochastic Games via Symbolic Dynamic Programming},\n  booktitle = {Proceedings of the 30th Conference on Uncertainty in Artificial Intelligence ({UAI-14})},\n  address = {Quebec City, Canada},\n  url_paper = {https://ssanner.github.io/papers/anu/uai14czerosum.pdf}\n}\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n  <div class=\"bibbase_paper\" id=\"frnkranz-hllermeier-rudin-slowinski-sanner-preferencelearningdagstuhlseminar14101-2014\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  <a href=\"http://drops.dagstuhl.de/opus/volltexte/2014/4550/pdf/dagrep_v004_i003_p001_s14101.pdf\"\n     onclick=\"return trackOutboundLink('publications', 'click', 'frnkranz-hllermeier-rudin-slowinski-sanner-preferencelearningdagstuhlseminar14101-2014', 'http://drops.dagstuhl.de/opus/volltexte/2014/4550/pdf/dagrep_v004_i003_p001_s14101.pdf', event);\">\n    Preference Learning (Dagstuhl Seminar 14101).\n  </a>\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  Fürnkranz, J.; Hüllermeier, E.; Rudin, C.; Slowinski, R.;  and <a class=\"bibbase author link\" href=\"https://d3m.mie.utoronto.ca/publications/\">Sanner, S.</a>\n</span>\n\n  \n\n</span>\n\n  <i>Dagstuhl Reports</i>, 4(3): 1–27.  2014.\n  <span class=\"note\"></span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n  <a href=\"http://drops.dagstuhl.de/opus/volltexte/2014/4550/pdf/dagrep_v004_i003_p001_s14101.pdf\"\n     onclick=\"log_download('frnkranz-hllermeier-rudin-slowinski-sanner-preferencelearningdagstuhlseminar14101-2014', 'http://drops.dagstuhl.de/opus/volltexte/2014/4550/pdf/dagrep_v004_i003_p001_s14101.pdf', event.ctrlKey, event)\">\n    <img src=\"//bibbase.org/img/filetypes/pdf.svg\"\n\t     alt=\"Preference Learning (Dagstuhl Seminar 14101) [pdf]\"\n       title=\"Paper\"\n\t     class=\"bibbase_icon\"\n         ><span class=\"bibbase_icon_text\">Paper</span></a>\n  &nbsp;\n  \n\n  \n  <a href=\"http://doi.org/http://dx.doi.org/10.4230/DagRep.4.3.1\"\n     onclick=\"log_download('frnkranz-hllermeier-rudin-slowinski-sanner-preferencelearningdagstuhlseminar14101-2014', 'http://doi.org/http://dx.doi.org/10.4230/DagRep.4.3.1', event.ctrlKey)\"\n     class=\"bibbase doi link\">\n    <span>doi</span></a>\n  &nbsp;\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/frnkranz-hllermeier-rudin-slowinski-sanner-preferencelearningdagstuhlseminar14101-2014\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n  &nbsp;\n  <span class=\"bibbase_stats_paper\" style=\"color: #777;\">\n    <span>1 download</span>\n  </span>\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('frnkranz-hllermeier-rudin-slowinski-sanner-preferencelearningdagstuhlseminar14101-2014')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@article{sanner:dagstuhl14,\n  author =\t{J. F{\\&quot;u}rnkranz and E. H{\\&quot;u}llermeier and C. Rudin and R. Slowinski and S. Sanner},\n  title =\t{{Preference Learning (Dagstuhl Seminar 14101)}},\n  pages =\t{1--27},\n  journal =\t{{Dagstuhl Reports}},\n  ISSN =\t{2192-5283},\n  year =\t{2014},\n  volume =\t{4},\n  number =\t{3},\n  editor =\t{Johannes F{\\&quot;u}rnkranz and Eyke H{\\&quot;u}llermeier and Cynthia Rudin and Roman Slowinski and Scott Sanner},\n  publisher =\t{Schloss Dagstuhl--Leibniz-Zentrum fuer Informatik},\n  address =\t{Dagstuhl, Germany},\n  URL =\t\t{http://drops.dagstuhl.de/opus/volltexte/2014/4550/pdf/dagrep_v004_i003_p001_s14101.pdf},\n  doi =\t\t{http://dx.doi.org/10.4230/DagRep.4.3.1}\n}\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n\n\n\n    </div>\n  </div>\n\n  <div class=\"bibbase_group_whole\" id=\"group_2013\">\n    <div class=\"bibbase_group\"\n      onclick=\"toggleGroup('group_2013')\"\n      onkeypress=\"toggleGroup('group_2013')\"\n      tabindex=\"0\">\n      <i class=\"fa fa-angle-down bibbase_group_head_icon\"></i>&nbsp;\n      <span>2013</span>\n      <span class=\"bibbase_group_count\">\n        \n        (6)\n        \n      </span>\n    </div>\n    <div class=\"bibbase_group_body\">\n      \n  \n  <div class=\"bibbase_paper\" id=\"vianna-sanner-debarros-boundedapproximatesymbolicdynamicprogrammingforhybridmdps-2013\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  <a href=\"https://ssanner.github.io/papers/anu/uai13.pdf\"\n     onclick=\"return trackOutboundLink('publications', 'click', 'vianna-sanner-debarros-boundedapproximatesymbolicdynamicprogrammingforhybridmdps-2013', 'https://ssanner.github.io/papers/anu/uai13.pdf', event);\">\n    Bounded Approximate Symbolic Dynamic Programming for Hybrid MDPs.\n  </a>\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  Vianna, L. G. R.; <a class=\"bibbase author link\" href=\"https://d3m.mie.utoronto.ca/publications/\">Sanner, S.</a>;  and de Barros, L. N.\n</span>\n\n  \n\n</span>\n\n  In <i>Proceedings of the 29th Conference on Uncertainty in Artificial Intelligence (UAI-13)</i>, Bellevue, USA,  2013. \n  <span class=\"note\"></span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n  <a href=\"https://ssanner.github.io/papers/anu/uai13.pdf\"\n     onclick=\"log_download('vianna-sanner-debarros-boundedapproximatesymbolicdynamicprogrammingforhybridmdps-2013', 'https://ssanner.github.io/papers/anu/uai13.pdf', event.ctrlKey, event)\">\n    <img src=\"//bibbase.org/img/filetypes/pdf.svg\"\n\t     alt=\"Bounded Approximate Symbolic Dynamic Programming for Hybrid MDPs [pdf]\"\n       title=\" paper\"\n\t     class=\"bibbase_icon\"\n         ><span class=\"bibbase_icon_text\"> paper</span></a>\n  &nbsp;\n  \n\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/vianna-sanner-debarros-boundedapproximatesymbolicdynamicprogrammingforhybridmdps-2013\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n  &nbsp;\n  <span class=\"bibbase_stats_paper\" style=\"color: #777;\">\n    <span>7 downloads</span>\n  </span>\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('vianna-sanner-debarros-boundedapproximatesymbolicdynamicprogrammingforhybridmdps-2013')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@inproceedings{sanner:uai13,\n  author = {L. G. Rocha Vianna and S. Sanner and L. N. de Barros},\n  year = {2013}, \n  title = {Bounded Approximate Symbolic Dynamic Programming for Hybrid {MDP}s},\n  booktitle = {Proceedings of the 29th Conference on Uncertainty in Artificial Intelligence ({UAI-13})},\n  address = {Bellevue, USA},\n  url_paper = {https://ssanner.github.io/papers/anu/uai13.pdf}\n}\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n  <div class=\"bibbase_paper\" id=\"nguyen-sanner-algorithmsfordirect01lossoptimizationinbinaryclassification-2013\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  <a href=\"https://ssanner.github.io/papers/anu/icml13.pdf\"\n     onclick=\"return trackOutboundLink('publications', 'click', 'nguyen-sanner-algorithmsfordirect01lossoptimizationinbinaryclassification-2013', 'https://ssanner.github.io/papers/anu/icml13.pdf', event);\">\n    Algorithms for Direct 0-1 Loss Optimization in Binary Classification.\n  </a>\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  Nguyen, T.;  and <a class=\"bibbase author link\" href=\"https://d3m.mie.utoronto.ca/publications/\">Sanner, S.</a>\n</span>\n\n  \n\n</span>\n\n  In <i>Proceedings of the 30th International Conference on Machine Learning (ICML-13)</i>, Atlanta, USA,  2013. \n  <span class=\"note\"></span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n  <a href=\"https://ssanner.github.io/papers/anu/icml13.pdf\"\n     onclick=\"log_download('nguyen-sanner-algorithmsfordirect01lossoptimizationinbinaryclassification-2013', 'https://ssanner.github.io/papers/anu/icml13.pdf', event.ctrlKey, event)\">\n    <img src=\"//bibbase.org/img/filetypes/pdf.svg\"\n\t     alt=\"Algorithms for Direct 0-1 Loss Optimization in Binary Classification [pdf]\"\n       title=\" paper\"\n\t     class=\"bibbase_icon\"\n         ><span class=\"bibbase_icon_text\"> paper</span></a>\n  &nbsp;\n  \n\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/nguyen-sanner-algorithmsfordirect01lossoptimizationinbinaryclassification-2013\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n  &nbsp;\n  <span class=\"bibbase_stats_paper\" style=\"color: #777;\">\n    <span>5 downloads</span>\n  </span>\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('nguyen-sanner-algorithmsfordirect01lossoptimizationinbinaryclassification-2013')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@inproceedings{sanner:icml13,\n  author = {T. Nguyen and S. Sanner},\n  title = {Algorithms for Direct 0-1 Loss Optimization in Binary Classification},\n  booktitle = {Proceedings of the 30th International Conference on Machine Learning ({ICML-13})},\n  address = {Atlanta, USA},\n  year = {2013},\n  url_paper = {https://ssanner.github.io/papers/anu/icml13.pdf}\n}\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n  <div class=\"bibbase_paper\" id=\"mehrotra-sanner-buntine-xie-improvingldatopicmodelsformicroblogsviaautomatictweetlabelingandpooling-2013\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  <a href=\"https://ssanner.github.io/papers/anu/sigir13.pdf\"\n     onclick=\"return trackOutboundLink('publications', 'click', 'mehrotra-sanner-buntine-xie-improvingldatopicmodelsformicroblogsviaautomatictweetlabelingandpooling-2013', 'https://ssanner.github.io/papers/anu/sigir13.pdf', event);\">\n    Improving LDA Topic Models for Microblogs via Automatic Tweet Labeling and Pooling.\n  </a>\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  Mehrotra, R.; <a class=\"bibbase author link\" href=\"https://d3m.mie.utoronto.ca/publications/\">Sanner, S.</a>; Buntine, W.;  and Xie, L.\n</span>\n\n  \n\n</span>\n\n  In <i>Proceedings of the 36th Annual ACM SIG Information Retrieval Conference (SIGIR-13)</i>, Dublin, Ireland,  2013. \n  <span class=\"note\"></span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n  <a href=\"https://ssanner.github.io/papers/anu/sigir13.pdf\"\n     onclick=\"log_download('mehrotra-sanner-buntine-xie-improvingldatopicmodelsformicroblogsviaautomatictweetlabelingandpooling-2013', 'https://ssanner.github.io/papers/anu/sigir13.pdf', event.ctrlKey, event)\">\n    <img src=\"//bibbase.org/img/filetypes/pdf.svg\"\n\t     alt=\"Improving LDA Topic Models for Microblogs via Automatic Tweet Labeling and Pooling [pdf]\"\n       title=\" paper\"\n\t     class=\"bibbase_icon\"\n         ><span class=\"bibbase_icon_text\"> paper</span></a>\n  &nbsp;\n  \n\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/mehrotra-sanner-buntine-xie-improvingldatopicmodelsformicroblogsviaautomatictweetlabelingandpooling-2013\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n  &nbsp;\n  <span class=\"bibbase_stats_paper\" style=\"color: #777;\">\n    <span>10 downloads</span>\n  </span>\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('mehrotra-sanner-buntine-xie-improvingldatopicmodelsformicroblogsviaautomatictweetlabelingandpooling-2013')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@inproceedings{sanner:sigir13,\n  author = {R. Mehrotra and S. Sanner and W. Buntine and L. Xie},\n  title = {Improving {LDA} Topic Models for Microblogs via Automatic Tweet Labeling and Pooling},\n  booktitle = {Proceedings of the 36th Annual ACM SIG Information Retrieval Conference ({SIGIR-13})},\n  address = {Dublin, Ireland},\n  year = {2013},\n  url_paper = {https://ssanner.github.io/papers/anu/sigir13.pdf}\n} \n\n</pre>\n</div>\n\n\n\n</div>\n\n\n  <div class=\"bibbase_paper\" id=\"abbasnejad-sanner-bonilla-poupart-learningcommunitybasedpreferencesviadirichletprocessmixturesofgaussianprocesses-2013\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  <a href=\"https://ssanner.github.io/papers/anu/mogp.pdf\"\n     onclick=\"return trackOutboundLink('publications', 'click', 'abbasnejad-sanner-bonilla-poupart-learningcommunitybasedpreferencesviadirichletprocessmixturesofgaussianprocesses-2013', 'https://ssanner.github.io/papers/anu/mogp.pdf', event);\">\n    Learning Community-based Preferences via Dirichlet Process Mixtures of Gaussian Processes.\n  </a>\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  Abbasnejad, E.; <a class=\"bibbase author link\" href=\"https://d3m.mie.utoronto.ca/publications/\">Sanner, S.</a>; Bonilla, E. V.;  and Poupart, P.\n</span>\n\n  \n\n</span>\n\n  In <i>Proceedings of the 23rd International Joint Conference on Artificial Intelligence (IJCAI-13)</i>, Beijing, China,  2013. \n  <span class=\"note\"></span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n  <a href=\"https://ssanner.github.io/papers/anu/mogp.pdf\"\n     onclick=\"log_download('abbasnejad-sanner-bonilla-poupart-learningcommunitybasedpreferencesviadirichletprocessmixturesofgaussianprocesses-2013', 'https://ssanner.github.io/papers/anu/mogp.pdf', event.ctrlKey, event)\">\n    <img src=\"//bibbase.org/img/filetypes/pdf.svg\"\n\t     alt=\"Learning Community-based Preferences via Dirichlet Process Mixtures of Gaussian Processes [pdf]\"\n       title=\" paper\"\n\t     class=\"bibbase_icon\"\n         ><span class=\"bibbase_icon_text\"> paper</span></a>\n  &nbsp;\n  \n\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/abbasnejad-sanner-bonilla-poupart-learningcommunitybasedpreferencesviadirichletprocessmixturesofgaussianprocesses-2013\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n  &nbsp;\n  <span class=\"bibbase_stats_paper\" style=\"color: #777;\">\n    <span>1 download</span>\n  </span>\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('abbasnejad-sanner-bonilla-poupart-learningcommunitybasedpreferencesviadirichletprocessmixturesofgaussianprocesses-2013')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@inproceedings{sanner:ijcai13a,\n  author = {E. Abbasnejad and S. Sanner and E. V. Bonilla and P. Poupart}, \n  title = {Learning Community-based Preferences via Dirichlet Process Mixtures of Gaussian Processes}, \n  booktitle = {Proceedings of the 23rd International Joint Conference on Artificial Intelligence ({IJCAI-13})}, \n  address = {Beijing, China},\n  year = {2013},\n  url_paper = {https://ssanner.github.io/papers/anu/mogp.pdf} \n}\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n  <div class=\"bibbase_paper\" id=\"zamani-sanner-delgado-debarros-robustoptimizationforhybridmdpswithstatedependentnoise-2013\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  <a href=\"https://ssanner.github.io/papers/anu/hybnoise.pdf\"\n     onclick=\"return trackOutboundLink('publications', 'click', 'zamani-sanner-delgado-debarros-robustoptimizationforhybridmdpswithstatedependentnoise-2013', 'https://ssanner.github.io/papers/anu/hybnoise.pdf', event);\">\n    Robust Optimization for Hybrid MDPs with State-dependent Noise.\n  </a>\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  Zamani, Z.; <a class=\"bibbase author link\" href=\"https://d3m.mie.utoronto.ca/publications/\">Sanner, S.</a>; Delgado, K. V.;  and de Barros , L. N.\n</span>\n\n  \n\n</span>\n\n  In <i>Proceedings of the 23rd International Joint Conference on Artificial Intelligence (IJCAI-13)</i>, Beijing, China,  2013. \n  <span class=\"note\"></span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n  <a href=\"https://ssanner.github.io/papers/anu/hybnoise.pdf\"\n     onclick=\"log_download('zamani-sanner-delgado-debarros-robustoptimizationforhybridmdpswithstatedependentnoise-2013', 'https://ssanner.github.io/papers/anu/hybnoise.pdf', event.ctrlKey, event)\">\n    <img src=\"//bibbase.org/img/filetypes/pdf.svg\"\n\t     alt=\"Robust Optimization for Hybrid MDPs with State-dependent Noise [pdf]\"\n       title=\" paper\"\n\t     class=\"bibbase_icon\"\n         ><span class=\"bibbase_icon_text\"> paper</span></a>\n  &nbsp;\n  \n\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/zamani-sanner-delgado-debarros-robustoptimizationforhybridmdpswithstatedependentnoise-2013\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n  &nbsp;\n  <span class=\"bibbase_stats_paper\" style=\"color: #777;\">\n    <span>1 download</span>\n  </span>\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('zamani-sanner-delgado-debarros-robustoptimizationforhybridmdpswithstatedependentnoise-2013')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@inproceedings{sanner:ijcai13b,\n  author = {Z. Zamani and S. Sanner and K. V. Delgado and L. Nunes {de Barros}},\n  title = {Robust Optimization for Hybrid {MDPs} with State-dependent Noise}, \n  booktitle = {Proceedings of the 23rd International Joint Conference on Artificial Intelligence ({IJCAI-13})}, \n  address = {Beijing, China},\n  year = {2013},\n  url_paper = {https://ssanner.github.io/papers/anu/hybnoise.pdf} \n}\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n  <div class=\"bibbase_paper\" id=\"sedhain-sanner-xie-kidd-tran-christen-socialaffinityfilteringrecommendationthroughfinegrainedanalysisofuserinteractionsandactivities-2013\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  <a href=\"https://ssanner.github.io/papers/anu/cosn13.pdf\"\n     onclick=\"return trackOutboundLink('publications', 'click', 'sedhain-sanner-xie-kidd-tran-christen-socialaffinityfilteringrecommendationthroughfinegrainedanalysisofuserinteractionsandactivities-2013', 'https://ssanner.github.io/papers/anu/cosn13.pdf', event);\">\n    Social Affinity Filtering: Recommendation through Fine-grained Analysis of User Interactions and Activities.\n  </a>\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  Sedhain, S.; <a class=\"bibbase author link\" href=\"https://d3m.mie.utoronto.ca/publications/\">Sanner, S.</a>; Xie, L.; Kidd, R.; Tran, K.;  and Christen, P.\n</span>\n\n  \n\n</span>\n\n  In <i>Proceedings of the ACM Conference on Online Social Networks (COSN-13)</i>, Boston, USA,  2013. \n  <span class=\"note\"></span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n  <a href=\"https://ssanner.github.io/papers/anu/cosn13.pdf\"\n     onclick=\"log_download('sedhain-sanner-xie-kidd-tran-christen-socialaffinityfilteringrecommendationthroughfinegrainedanalysisofuserinteractionsandactivities-2013', 'https://ssanner.github.io/papers/anu/cosn13.pdf', event.ctrlKey, event)\">\n    <img src=\"//bibbase.org/img/filetypes/pdf.svg\"\n\t     alt=\"Social Affinity Filtering: Recommendation through Fine-grained Analysis of User Interactions and Activities [pdf]\"\n       title=\" paper\"\n\t     class=\"bibbase_icon\"\n         ><span class=\"bibbase_icon_text\"> paper</span></a>\n  &nbsp;\n  \n\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/sedhain-sanner-xie-kidd-tran-christen-socialaffinityfilteringrecommendationthroughfinegrainedanalysisofuserinteractionsandactivities-2013\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n  &nbsp;\n  <span class=\"bibbase_stats_paper\" style=\"color: #777;\">\n    <span>7 downloads</span>\n  </span>\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('sedhain-sanner-xie-kidd-tran-christen-socialaffinityfilteringrecommendationthroughfinegrainedanalysisofuserinteractionsandactivities-2013')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@inproceedings{sanner:cosn13,\n  author = {S. Sedhain and S. Sanner and L. Xie and R. Kidd and K.-N. Tran and P. Christen},\n  title = {Social Affinity Filtering: Recommendation through Fine-grained Analysis of User Interactions and Activities},\n  booktitle = {Proceedings of the ACM Conference on Online Social Networks ({COSN-13})},\n  address = {Boston, USA},\n  year= {2013},\n  url_paper = {https://ssanner.github.io/papers/anu/cosn13.pdf}\n}\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n\n\n\n    </div>\n  </div>\n\n  <div class=\"bibbase_group_whole\" id=\"group_2012\">\n    <div class=\"bibbase_group\"\n      onclick=\"toggleGroup('group_2012')\"\n      onkeypress=\"toggleGroup('group_2012')\"\n      tabindex=\"0\">\n      <i class=\"fa fa-angle-down bibbase_group_head_icon\"></i>&nbsp;\n      <span>2012</span>\n      <span class=\"bibbase_group_count\">\n        \n        (8)\n        \n      </span>\n    </div>\n    <div class=\"bibbase_group_body\">\n      \n  \n  <div class=\"bibbase_paper\" id=\"zamani-sanner-poupart-kersting-symbolicdynamicprogrammingforcontinuousstateandobservationpomdps-2012\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  <a href=\"https://ssanner.github.io/papers/anu/nips12.pdf\"\n     onclick=\"return trackOutboundLink('publications', 'click', 'zamani-sanner-poupart-kersting-symbolicdynamicprogrammingforcontinuousstateandobservationpomdps-2012', 'https://ssanner.github.io/papers/anu/nips12.pdf', event);\">\n    Symbolic Dynamic Programming for Continuous State and Observation POMDPs.\n  </a>\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  Zamani, Z.; <a class=\"bibbase author link\" href=\"https://d3m.mie.utoronto.ca/publications/\">Sanner, S.</a>; Poupart, P.;  and Kersting, K.\n</span>\n\n  \n\n</span>\n\n  In <i>Proceedings of the 26th Annual Conference on Advances in Neural Information Processing Systems (NeurIPS-12)</i>, Lake Tahoe, Nevada,  2012. \n  <span class=\"note\"></span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n  <a href=\"https://ssanner.github.io/papers/anu/nips12.pdf\"\n     onclick=\"log_download('zamani-sanner-poupart-kersting-symbolicdynamicprogrammingforcontinuousstateandobservationpomdps-2012', 'https://ssanner.github.io/papers/anu/nips12.pdf', event.ctrlKey, event)\">\n    <img src=\"//bibbase.org/img/filetypes/pdf.svg\"\n\t     alt=\"Symbolic Dynamic Programming for Continuous State and Observation POMDPs [pdf]\"\n       title=\" paper\"\n\t     class=\"bibbase_icon\"\n         ><span class=\"bibbase_icon_text\"> paper</span></a>\n  &nbsp;\n  \n\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/zamani-sanner-poupart-kersting-symbolicdynamicprogrammingforcontinuousstateandobservationpomdps-2012\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n  &nbsp;\n  <span class=\"bibbase_stats_paper\" style=\"color: #777;\">\n    <span>1 download</span>\n  </span>\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('zamani-sanner-poupart-kersting-symbolicdynamicprogrammingforcontinuousstateandobservationpomdps-2012')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@inproceedings{sanner:nips12,\n  author = {Z. Zamani and S. Sanner and P. Poupart and K. Kersting},\n  year = {2012},\n  title = {Symbolic Dynamic Programming for Continuous State and Observation POMDPs},\n  booktitle = {Proceedings of the 26th Annual Conference on Advances in Neural Information Processing Systems ({NeurIPS-12})},\n  address = {Lake Tahoe, Nevada},\n  url_paper = {https://ssanner.github.io/papers/anu/nips12.pdf}\n}\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n  <div class=\"bibbase_paper\" id=\"guo-sanner-graepel-buntine-scorebasedbayesianskilllearning-2012\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  <a href=\"https://ssanner.github.io/papers/anu/sbsl_ecml2012.pdf\"\n     onclick=\"return trackOutboundLink('publications', 'click', 'guo-sanner-graepel-buntine-scorebasedbayesianskilllearning-2012', 'https://ssanner.github.io/papers/anu/sbsl_ecml2012.pdf', event);\">\n    Score-based Bayesian Skill Learning.\n  </a>\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  Guo, S.; <a class=\"bibbase author link\" href=\"https://d3m.mie.utoronto.ca/publications/\">Sanner, S.</a>; Graepel, T.;  and Buntine, W.\n</span>\n\n  \n\n</span>\n\n  In <i>Proceedings of the European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases (ECML/PKDD-12)</i>, Bristol, UK,  2012. \n  <span class=\"note\"></span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n  <a href=\"https://ssanner.github.io/papers/anu/sbsl_ecml2012.pdf\"\n     onclick=\"log_download('guo-sanner-graepel-buntine-scorebasedbayesianskilllearning-2012', 'https://ssanner.github.io/papers/anu/sbsl_ecml2012.pdf', event.ctrlKey, event)\">\n    <img src=\"//bibbase.org/img/filetypes/pdf.svg\"\n\t     alt=\"Score-based Bayesian Skill Learning [pdf]\"\n       title=\" paper\"\n\t     class=\"bibbase_icon\"\n         ><span class=\"bibbase_icon_text\"> paper</span></a>\n  &nbsp;\n  \n\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/guo-sanner-graepel-buntine-scorebasedbayesianskilllearning-2012\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n  &nbsp;\n  <span class=\"bibbase_stats_paper\" style=\"color: #777;\">\n    <span>1 download</span>\n  </span>\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('guo-sanner-graepel-buntine-scorebasedbayesianskilllearning-2012')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@inproceedings{sanner:ecml12,\n  author = {S. Guo and S. Sanner and T. Graepel and W. Buntine},\n  year = {2012},\n  title = {Score-based Bayesian Skill Learning},\n  booktitle = {Proceedings of the European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases ({ECML/PKDD-12})}, \n  address = {Bristol, UK},\n  url_paper = {https://ssanner.github.io/papers/anu/sbsl_ecml2012.pdf}\n}\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n  <div class=\"bibbase_paper\" id=\"sanner-abbasnejad-symbolicvariableeliminationfordiscreteandcontinuousgraphicalmodels-2012\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  <a href=\"https://ssanner.github.io/papers/anu/aaai12_sve.pdf\"\n     onclick=\"return trackOutboundLink('publications', 'click', 'sanner-abbasnejad-symbolicvariableeliminationfordiscreteandcontinuousgraphicalmodels-2012', 'https://ssanner.github.io/papers/anu/aaai12_sve.pdf', event);\">\n    Symbolic Variable Elimination for Discrete and Continuous Graphical Models.\n  </a>\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  <a class=\"bibbase author link\" href=\"https://d3m.mie.utoronto.ca/publications/\">Sanner, S.</a>;  and Abbasnejad, E.\n</span>\n\n  \n\n</span>\n\n  In <i>Proceedings of the 26th AAAI Conference on Artificial Intelligence (AAAI-12)</i>, Toronto, Canada,  2012. \n  <span class=\"note\"></span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n  <a href=\"https://ssanner.github.io/papers/anu/aaai12_sve.pdf\"\n     onclick=\"log_download('sanner-abbasnejad-symbolicvariableeliminationfordiscreteandcontinuousgraphicalmodels-2012', 'https://ssanner.github.io/papers/anu/aaai12_sve.pdf', event.ctrlKey, event)\">\n    <img src=\"//bibbase.org/img/filetypes/pdf.svg\"\n\t     alt=\"Symbolic Variable Elimination for Discrete and Continuous Graphical Models [pdf]\"\n       title=\" paper\"\n\t     class=\"bibbase_icon\"\n         ><span class=\"bibbase_icon_text\"> paper</span></a>\n  &nbsp;\n  \n\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/sanner-abbasnejad-symbolicvariableeliminationfordiscreteandcontinuousgraphicalmodels-2012\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n  &nbsp;\n  <span class=\"bibbase_stats_paper\" style=\"color: #777;\">\n    <span>4 downloads</span>\n  </span>\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('sanner-abbasnejad-symbolicvariableeliminationfordiscreteandcontinuousgraphicalmodels-2012')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@inproceedings{sanner:aaai12a,\n  author = {S. Sanner and E. Abbasnejad},\n  year = {2012},\n  title = {Symbolic Variable Elimination for Discrete and Continuous Graphical Models},\n  booktitle = {Proceedings of the 26th AAAI Conference on Artificial Intelligence ({AAAI-12})},\n  address = {Toronto, Canada},\n  url_paper = {https://ssanner.github.io/papers/anu/aaai12_sve.pdf}\n}\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n  <div class=\"bibbase_paper\" id=\"zamani-sanner-fang-symbolicdynamicprogrammingforcontinuousstateandactionmdps-2012\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  <a href=\"https://ssanner.github.io/papers/anu/aaai12_sdp.pdf\"\n     onclick=\"return trackOutboundLink('publications', 'click', 'zamani-sanner-fang-symbolicdynamicprogrammingforcontinuousstateandactionmdps-2012', 'https://ssanner.github.io/papers/anu/aaai12_sdp.pdf', event);\">\n    Symbolic Dynamic Programming for Continuous State and Action MDPs.\n  </a>\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  Zamani, Z.; <a class=\"bibbase author link\" href=\"https://d3m.mie.utoronto.ca/publications/\">Sanner, S.</a>;  and Fang, C.\n</span>\n\n  \n\n</span>\n\n  In <i>Proceedings of the 26th AAAI Conference on Artificial Intelligence (AAAI-12)</i>, Toronto, Canada,  2012. \n  <span class=\"note\"></span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n  <a href=\"https://ssanner.github.io/papers/anu/aaai12_sdp.pdf\"\n     onclick=\"log_download('zamani-sanner-fang-symbolicdynamicprogrammingforcontinuousstateandactionmdps-2012', 'https://ssanner.github.io/papers/anu/aaai12_sdp.pdf', event.ctrlKey, event)\">\n    <img src=\"//bibbase.org/img/filetypes/pdf.svg\"\n\t     alt=\"Symbolic Dynamic Programming for Continuous State and Action MDPs [pdf]\"\n       title=\" paper\"\n\t     class=\"bibbase_icon\"\n         ><span class=\"bibbase_icon_text\"> paper</span></a>\n  &nbsp;\n  \n\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/zamani-sanner-fang-symbolicdynamicprogrammingforcontinuousstateandactionmdps-2012\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n  &nbsp;\n  <span class=\"bibbase_stats_paper\" style=\"color: #777;\">\n    <span>13 downloads</span>\n  </span>\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('zamani-sanner-fang-symbolicdynamicprogrammingforcontinuousstateandactionmdps-2012')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@inproceedings{sanner:aaai12b,\n  author = {Z. Zamani and S. Sanner and C. Fang},\n  year = {2012},\n  title = {Symbolic Dynamic Programming for Continuous State and Action MDPs},\n  booktitle = {Proceedings of the 26th AAAI Conference on Artificial Intelligence ({AAAI-12})},\n  address = {Toronto, Canada},\n  url_paper = {https://ssanner.github.io/papers/anu/aaai12_sdp.pdf}\n}\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n  <div class=\"bibbase_paper\" id=\"lim-sanner-guo-onthemathematicalrelationshipbetweenexpectedncallkandtherelevancevsdiversitytradeoff-2012\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  <a href=\"https://ssanner.github.io/papers/anu/sigir12.pdf\"\n     onclick=\"return trackOutboundLink('publications', 'click', 'lim-sanner-guo-onthemathematicalrelationshipbetweenexpectedncallkandtherelevancevsdiversitytradeoff-2012', 'https://ssanner.github.io/papers/anu/sigir12.pdf', event);\">\n    On the Mathematical Relationship between Expected n-call@k and the Relevance vs. Diversity Trade-off.\n  </a>\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  Lim, K.; <a class=\"bibbase author link\" href=\"https://d3m.mie.utoronto.ca/publications/\">Sanner, S.</a>;  and Guo, S.\n</span>\n\n  \n\n</span>\n\n  In <i>Proceedings of the 35th Annual ACM SIG Information Retrieval Conference (SIGIR-12)</i>, Portland, USA,  2012. \n  <span class=\"note\"></span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n  <a href=\"https://ssanner.github.io/papers/anu/sigir12.pdf\"\n     onclick=\"log_download('lim-sanner-guo-onthemathematicalrelationshipbetweenexpectedncallkandtherelevancevsdiversitytradeoff-2012', 'https://ssanner.github.io/papers/anu/sigir12.pdf', event.ctrlKey, event)\">\n    <img src=\"//bibbase.org/img/filetypes/pdf.svg\"\n\t     alt=\"On the Mathematical Relationship between Expected n-call@k and the Relevance vs. Diversity Trade-off [pdf]\"\n       title=\" paper\"\n\t     class=\"bibbase_icon\"\n         ><span class=\"bibbase_icon_text\"> paper</span></a>\n  &nbsp;\n  \n\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/lim-sanner-guo-onthemathematicalrelationshipbetweenexpectedncallkandtherelevancevsdiversitytradeoff-2012\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n  &nbsp;\n  <span class=\"bibbase_stats_paper\" style=\"color: #777;\">\n    <span>8 downloads</span>\n  </span>\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('lim-sanner-guo-onthemathematicalrelationshipbetweenexpectedncallkandtherelevancevsdiversitytradeoff-2012')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@inproceedings{sanner:sigir12,\n  author = {K.-W. Lim and S. Sanner and S. Guo},\n  year = {2012},\n  title = {On the Mathematical Relationship between Expected n-call@k and the Relevance vs. Diversity Trade-off},\n  booktitle = {Proceedings of the 35th Annual ACM SIG Information Retrieval Conference ({SIGIR-12})},\n  address = {Portland, USA},\n  url_paper = {https://ssanner.github.io/papers/anu/sigir12.pdf}\n}\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n  <div class=\"bibbase_paper\" id=\"noel-sanner-tran-christen-xie-bonilla-abbasnejad-penna-newobjectivesforsocialcollaborativefiltering-2012\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  <a href=\"https://ssanner.github.io/papers/anu/www12.pdf\"\n     onclick=\"return trackOutboundLink('publications', 'click', 'noel-sanner-tran-christen-xie-bonilla-abbasnejad-penna-newobjectivesforsocialcollaborativefiltering-2012', 'https://ssanner.github.io/papers/anu/www12.pdf', event);\">\n    New Objectives for Social Collaborative Filtering.\n  </a>\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  Noel, J.; <a class=\"bibbase author link\" href=\"https://d3m.mie.utoronto.ca/publications/\">Sanner, S.</a>; Tran, K.; Christen, P.; Xie, L.; Bonilla, E.; Abbasnejad, E.;  and Penna, N. D.\n</span>\n\n  \n\n</span>\n\n  In <i>Proceedings of the 21st International Conference on the World Wide Web (WWW-12)</i>, Lyon, France,  2012. \n  <span class=\"note\"></span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n  <a href=\"https://ssanner.github.io/papers/anu/www12.pdf\"\n     onclick=\"log_download('noel-sanner-tran-christen-xie-bonilla-abbasnejad-penna-newobjectivesforsocialcollaborativefiltering-2012', 'https://ssanner.github.io/papers/anu/www12.pdf', event.ctrlKey, event)\">\n    <img src=\"//bibbase.org/img/filetypes/pdf.svg\"\n\t     alt=\"New Objectives for Social Collaborative Filtering [pdf]\"\n       title=\" paper\"\n\t     class=\"bibbase_icon\"\n         ><span class=\"bibbase_icon_text\"> paper</span></a>\n  &nbsp;\n  \n\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/noel-sanner-tran-christen-xie-bonilla-abbasnejad-penna-newobjectivesforsocialcollaborativefiltering-2012\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n  &nbsp;\n  <span class=\"bibbase_stats_paper\" style=\"color: #777;\">\n    <span>37 downloads</span>\n  </span>\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('noel-sanner-tran-christen-xie-bonilla-abbasnejad-penna-newobjectivesforsocialcollaborativefiltering-2012')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@inproceedings{sanner:www12,\n  author = {J. Noel and S. Sanner and K-N. Tran and P. Christen and L. Xie and E. Bonilla and E. Abbasnejad and N. Della Penna},\n  year = {2012},\n  title = {New Objectives for Social Collaborative Filtering},\n  booktitle = {Proceedings of the 21st International Conference on the World Wide Web ({WWW-12})},\n  address = {Lyon, France},\n  url_paper = {https://ssanner.github.io/papers/anu/www12.pdf}\n}\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n  <div class=\"bibbase_paper\" id=\"sanner-hutter-proceedingsofthe9theuropeanworkshoponreinforcementlearningewrl2011athensgreeceseptember9112011-2012\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  <a href=\"https://ssanner.github.io/papers/anu/ewrl11_preface.pdf\"\n     onclick=\"return trackOutboundLink('publications', 'click', 'sanner-hutter-proceedingsofthe9theuropeanworkshoponreinforcementlearningewrl2011athensgreeceseptember9112011-2012', 'https://ssanner.github.io/papers/anu/ewrl11_preface.pdf', event);\">\n    Proceedings of the 9th European Workshop on Reinforcement Learning (EWRL) 2011, Athens, Greece, September 9-11, 2011.\n  </a>\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  <a class=\"bibbase author link\" href=\"https://d3m.mie.utoronto.ca/publications/\">Sanner, S.</a>;  and Hutter, M.,\n  editors.\n  \n</span>\n\n  \n\n</span>\n\n  Volume 7188, of Lecture Notes in Computer Science.Springer.  2012.\n  <span class=\"note\"></span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n  <a href=\"https://ssanner.github.io/papers/anu/ewrl11_preface.pdf\"\n     onclick=\"log_download('sanner-hutter-proceedingsofthe9theuropeanworkshoponreinforcementlearningewrl2011athensgreeceseptember9112011-2012', 'https://ssanner.github.io/papers/anu/ewrl11_preface.pdf', event.ctrlKey, event)\">\n    <img src=\"//bibbase.org/img/filetypes/pdf.svg\"\n\t     alt=\"Proceedings of the 9th European Workshop on Reinforcement Learning (EWRL) 2011, Athens, Greece, September 9-11, 2011 [pdf]\"\n       title=\" paper\"\n\t     class=\"bibbase_icon\"\n         ><span class=\"bibbase_icon_text\"> paper</span></a>\n  &nbsp;\n  \n\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/sanner-hutter-proceedingsofthe9theuropeanworkshoponreinforcementlearningewrl2011athensgreeceseptember9112011-2012\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('sanner-hutter-proceedingsofthe9theuropeanworkshoponreinforcementlearningewrl2011athensgreeceseptember9112011-2012')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@proceedings{sanner:ewrl12,\n  editor = {S. Sanner and M. Hutter},\n  title = {Proceedings of the 9th European Workshop on Reinforcement Learning\n           ({EWRL}) 2011, Athens, Greece, September 9-11, 2011},\n  booktitle = {{EWRL}},\n  publisher = {Springer},\n  series = {Lecture Notes in Computer Science},\n  volume = {7188},\n  year = {2012},\n  url_paper = {https://ssanner.github.io/papers/anu/ewrl11_preface.pdf}\n}\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n  <div class=\"bibbase_paper\" id=\"coles-coles-olaya-jimnez-lpez-sanner-yoon-asurveyoftheseventhinternationalplanningcompetition-2012\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  <a href=\"https://ssanner.github.io/papers/anu/aim12.pdf\"\n     onclick=\"return trackOutboundLink('publications', 'click', 'coles-coles-olaya-jimnez-lpez-sanner-yoon-asurveyoftheseventhinternationalplanningcompetition-2012', 'https://ssanner.github.io/papers/anu/aim12.pdf', event);\">\n    A Survey of the Seventh International Planning Competition.\n  </a>\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  Coles, A.; Coles, A.; Olaya, A. G.; Jiménez, S.; López, C. L.; <a class=\"bibbase author link\" href=\"https://d3m.mie.utoronto.ca/publications/\">Sanner, S.</a>;  and Yoon, S.\n</span>\n\n  \n\n</span>\n\n  <i>Artificial Intelligence Magazine (AI Magazine)</i>, 33(1): 83–88.  2012.\n  <span class=\"note\"></span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n  <a href=\"https://ssanner.github.io/papers/anu/aim12.pdf\"\n     onclick=\"log_download('coles-coles-olaya-jimnez-lpez-sanner-yoon-asurveyoftheseventhinternationalplanningcompetition-2012', 'https://ssanner.github.io/papers/anu/aim12.pdf', event.ctrlKey, event)\">\n    <img src=\"//bibbase.org/img/filetypes/pdf.svg\"\n\t     alt=\"A Survey of the Seventh International Planning Competition [pdf]\"\n       title=\" paper\"\n\t     class=\"bibbase_icon\"\n         ><span class=\"bibbase_icon_text\"> paper</span></a>\n  &nbsp;\n  \n\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/coles-coles-olaya-jimnez-lpez-sanner-yoon-asurveyoftheseventhinternationalplanningcompetition-2012\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n  &nbsp;\n  <span class=\"bibbase_stats_paper\" style=\"color: #777;\">\n    <span>1 download</span>\n  </span>\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('coles-coles-olaya-jimnez-lpez-sanner-yoon-asurveyoftheseventhinternationalplanningcompetition-2012')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@article{sanner:aimag12,\n  title={A Survey of the Seventh International Planning Competition}, \n  journal={Artificial Intelligence Magazine ({AI Magazine})},\n  author={A. Coles and A. Coles and A. Garc\\&#x27;ia Olaya and S. Jim\\&#x27;enez and C. Linares L\\&#x27;opez and S. Sanner and S. Yoon},\n  year={2012},\n  volume={33},\n  number={1}, \n  pages={83--88},\n  url_paper = {https://ssanner.github.io/papers/anu/aim12.pdf}\n}\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n\n\n\n    </div>\n  </div>\n\n  <div class=\"bibbase_group_whole\" id=\"group_2011\">\n    <div class=\"bibbase_group\"\n      onclick=\"toggleGroup('group_2011')\"\n      onkeypress=\"toggleGroup('group_2011')\"\n      tabindex=\"0\">\n      <i class=\"fa fa-angle-down bibbase_group_head_icon\"></i>&nbsp;\n      <span>2011</span>\n      <span class=\"bibbase_group_count\">\n        \n        (6)\n        \n      </span>\n    </div>\n    <div class=\"bibbase_group_body\">\n      \n  \n  <div class=\"bibbase_paper\" id=\"sanner-guo-graepel-kharazmi-karimi-diverseretrievalviagreedyoptimizationofexpected1callkinalatentsubtopicrelevancemodel-2011\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  <a href=\"https://ssanner.github.io/papers/anu/cikm11.pdf\"\n     onclick=\"return trackOutboundLink('publications', 'click', 'sanner-guo-graepel-kharazmi-karimi-diverseretrievalviagreedyoptimizationofexpected1callkinalatentsubtopicrelevancemodel-2011', 'https://ssanner.github.io/papers/anu/cikm11.pdf', event);\">\n    Diverse Retrieval via Greedy Optimization of Expected 1-call@k in a Latent Subtopic Relevance Model.\n  </a>\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  <a class=\"bibbase author link\" href=\"https://d3m.mie.utoronto.ca/publications/\">Sanner, S.</a>; Guo, S.; Graepel, T.; Kharazmi, S.;  and Karimi, S.\n</span>\n\n  \n\n</span>\n\n  In <i>20th ACM Conference on Information and Knowledge Management (CIKM-11)</i>, Glasgow, UK,  2011. \n  <span class=\"note\"></span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n  <a href=\"https://ssanner.github.io/papers/anu/cikm11.pdf\"\n     onclick=\"log_download('sanner-guo-graepel-kharazmi-karimi-diverseretrievalviagreedyoptimizationofexpected1callkinalatentsubtopicrelevancemodel-2011', 'https://ssanner.github.io/papers/anu/cikm11.pdf', event.ctrlKey, event)\">\n    <img src=\"//bibbase.org/img/filetypes/pdf.svg\"\n\t     alt=\"Diverse Retrieval via Greedy Optimization of Expected 1-call@k in a Latent Subtopic Relevance Model [pdf]\"\n       title=\" paper\"\n\t     class=\"bibbase_icon\"\n         ><span class=\"bibbase_icon_text\"> paper</span></a>\n  &nbsp;\n  \n\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/sanner-guo-graepel-kharazmi-karimi-diverseretrievalviagreedyoptimizationofexpected1callkinalatentsubtopicrelevancemodel-2011\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n  &nbsp;\n  <span class=\"bibbase_stats_paper\" style=\"color: #777;\">\n    <span>16 downloads</span>\n  </span>\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('sanner-guo-graepel-kharazmi-karimi-diverseretrievalviagreedyoptimizationofexpected1callkinalatentsubtopicrelevancemodel-2011')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@inproceedings{sanner:cikm11,\n  author = &quot;S. Sanner and S. Guo and T. Graepel and S. Kharazmi and S. Karimi&quot;,\n  year = &quot;2011&quot;,\n  title = &quot;Diverse Retrieval via Greedy Optimization of Expected 1-call@k in a Latent Subtopic Relevance Model&quot;,\n  booktitle = &quot;20th ACM Conference on Information and Knowledge Management ({CIKM-11})&quot;,\n  address = &quot;Glasgow, UK&quot;,\n  url_paper = {https://ssanner.github.io/papers/anu/cikm11.pdf}\n}\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n  <div class=\"bibbase_paper\" id=\"sanner-delgado-debarros-symbolicdynamicprogrammingfordiscreteandcontinuousstatemdps-2011\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  <a href=\"https://ssanner.github.io/papers/anu/cont_mdp.pdf\"\n     onclick=\"return trackOutboundLink('publications', 'click', 'sanner-delgado-debarros-symbolicdynamicprogrammingfordiscreteandcontinuousstatemdps-2011', 'https://ssanner.github.io/papers/anu/cont_mdp.pdf', event);\">\n    Symbolic Dynamic Programming for Discrete and Continuous State MDPs.\n  </a>\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  <a class=\"bibbase author link\" href=\"https://d3m.mie.utoronto.ca/publications/\">Sanner, S.</a>; Delgado, K. V.;  and de Barros , L. N.\n</span>\n\n  \n\n</span>\n\n  In <i>Proceedings of the 27th Conference on Uncertainty in Artificial Intelligence (UAI-11)</i>, Barcelona, Spain,  2011. \n  <span class=\"note\"></span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n  <a href=\"https://ssanner.github.io/papers/anu/cont_mdp.pdf\"\n     onclick=\"log_download('sanner-delgado-debarros-symbolicdynamicprogrammingfordiscreteandcontinuousstatemdps-2011', 'https://ssanner.github.io/papers/anu/cont_mdp.pdf', event.ctrlKey, event)\">\n    <img src=\"//bibbase.org/img/filetypes/pdf.svg\"\n\t     alt=\"Symbolic Dynamic Programming for Discrete and Continuous State MDPs [pdf]\"\n       title=\" paper\"\n\t     class=\"bibbase_icon\"\n         ><span class=\"bibbase_icon_text\"> paper</span></a>\n  &nbsp;\n  \n\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/sanner-delgado-debarros-symbolicdynamicprogrammingfordiscreteandcontinuousstatemdps-2011\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n  &nbsp;\n  <span class=\"bibbase_stats_paper\" style=\"color: #777;\">\n    <span>7 downloads</span>\n  </span>\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('sanner-delgado-debarros-symbolicdynamicprogrammingfordiscreteandcontinuousstatemdps-2011')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@inproceedings{sanner:uai11,\n  author = &quot;S. Sanner and K. V. Delgado and L. Nunes {de Barros}&quot;,\n  year = &quot;2011&quot;,\n  title = &quot;Symbolic Dynamic Programming for Discrete and Continuous State {MDP}s&quot;, \n  booktitle = &quot;Proceedings of the 27th Conference on Uncertainty in Artificial Intelligence ({UAI-11})&quot;,\n  address = &quot;Barcelona, Spain&quot;,\n  url_paper = {https://ssanner.github.io/papers/anu/cont_mdp.pdf}\n}\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n  <div class=\"bibbase_paper\" id=\"robards-sunehag-sanner-marthi-sparsekernelsarsalambdawithaneligibilitytrace-2011\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  <a href=\"https://ssanner.github.io/papers/anu/kernel_sarsa.pdf\"\n     onclick=\"return trackOutboundLink('publications', 'click', 'robards-sunehag-sanner-marthi-sparsekernelsarsalambdawithaneligibilitytrace-2011', 'https://ssanner.github.io/papers/anu/kernel_sarsa.pdf', event);\">\n    Sparse Kernel-SARSA(lambda) with an Eligibility Trace.\n  </a>\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  Robards, M.; Sunehag, P.; <a class=\"bibbase author link\" href=\"https://d3m.mie.utoronto.ca/publications/\">Sanner, S.</a>;  and Marthi, B.\n</span>\n\n  \n\n</span>\n\n  In <i>Proceedings of the European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases (ECML/PKDD-11)</i>,  2011. \n  <span class=\"note\"></span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n  <a href=\"https://ssanner.github.io/papers/anu/kernel_sarsa.pdf\"\n     onclick=\"log_download('robards-sunehag-sanner-marthi-sparsekernelsarsalambdawithaneligibilitytrace-2011', 'https://ssanner.github.io/papers/anu/kernel_sarsa.pdf', event.ctrlKey, event)\">\n    <img src=\"//bibbase.org/img/filetypes/pdf.svg\"\n\t     alt=\"Sparse Kernel-SARSA(lambda) with an Eligibility Trace [pdf]\"\n       title=\" paper\"\n\t     class=\"bibbase_icon\"\n         ><span class=\"bibbase_icon_text\"> paper</span></a>\n  &nbsp;\n  \n\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/robards-sunehag-sanner-marthi-sparsekernelsarsalambdawithaneligibilitytrace-2011\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n  &nbsp;\n  <span class=\"bibbase_stats_paper\" style=\"color: #777;\">\n    <span>2 downloads</span>\n  </span>\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('robards-sunehag-sanner-marthi-sparsekernelsarsalambdawithaneligibilitytrace-2011')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@inproceedings{sanner:ecml11,\n  author = &quot;M. Robards and P. Sunehag and S. Sanner and B. Marthi&quot;,\n  year = &quot;2011&quot;,\n  title = &quot;Sparse Kernel-{SARSA}(lambda) with an Eligibility Trace&quot;,\n  booktitle = &quot;Proceedings of the European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases ({ECML/PKDD-11})&quot;,\n  location = &quot;Athens, Greece&quot;,\n  url_paper = {https://ssanner.github.io/papers/anu/kernel_sarsa.pdf}\n}\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n  <div class=\"bibbase_paper\" id=\"ahmadi-kersting-sanner-multievidenceliftedmessagepassingwithapplicationtopagerankandthekalmanfilter-2011\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  <a href=\"https://ssanner.github.io/papers/anu/ijcai11.pdf\"\n     onclick=\"return trackOutboundLink('publications', 'click', 'ahmadi-kersting-sanner-multievidenceliftedmessagepassingwithapplicationtopagerankandthekalmanfilter-2011', 'https://ssanner.github.io/papers/anu/ijcai11.pdf', event);\">\n    Multi-Evidence Lifted Message Passing with Application to PageRank and the Kalman Filter.\n  </a>\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  Ahmadi, B.; Kersting, K.;  and <a class=\"bibbase author link\" href=\"https://d3m.mie.utoronto.ca/publications/\">Sanner, S.</a>\n</span>\n\n  \n\n</span>\n\n  In <i>Proceedings of the 22nd International Joint Conference on Artificial Intelligence (IJCAI-11)</i>,  2011. \n  <span class=\"note\"></span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n  <a href=\"https://ssanner.github.io/papers/anu/ijcai11.pdf\"\n     onclick=\"log_download('ahmadi-kersting-sanner-multievidenceliftedmessagepassingwithapplicationtopagerankandthekalmanfilter-2011', 'https://ssanner.github.io/papers/anu/ijcai11.pdf', event.ctrlKey, event)\">\n    <img src=\"//bibbase.org/img/filetypes/pdf.svg\"\n\t     alt=\"Multi-Evidence Lifted Message Passing with Application to PageRank and the Kalman Filter [pdf]\"\n       title=\" paper\"\n\t     class=\"bibbase_icon\"\n         ><span class=\"bibbase_icon_text\"> paper</span></a>\n  &nbsp;\n  \n\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/ahmadi-kersting-sanner-multievidenceliftedmessagepassingwithapplicationtopagerankandthekalmanfilter-2011\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('ahmadi-kersting-sanner-multievidenceliftedmessagepassingwithapplicationtopagerankandthekalmanfilter-2011')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@inproceedings{sanner:ijcai11,\n  author = &quot;B. Ahmadi and K. Kersting and S. Sanner&quot;,\n  year = &quot;2011&quot;,\n  title = &quot;Multi-Evidence Lifted Message Passing with Application to PageRank and the Kalman Filter&quot;, \n  booktitle = &quot;Proceedings of the 22nd International Joint Conference on Artificial Intelligence ({IJCAI-11})&quot;,\n  location = &quot;Barcelona, Spain&quot;,\n  url_paper = {https://ssanner.github.io/papers/anu/ijcai11.pdf}\n}\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n  <div class=\"bibbase_paper\" id=\"delgado-sanner-debarros-efficientsolutionstofactoredmdpswithimprecisetransitionprobabilities-2011\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  <a href=\"https://ssanner.github.io/papers/anu/aij11_final.pdf\"\n     onclick=\"return trackOutboundLink('publications', 'click', 'delgado-sanner-debarros-efficientsolutionstofactoredmdpswithimprecisetransitionprobabilities-2011', 'https://ssanner.github.io/papers/anu/aij11_final.pdf', event);\">\n    Efficient Solutions to Factored MDPs with Imprecise Transition Probabilities.\n  </a>\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  Delgado, K. V.; <a class=\"bibbase author link\" href=\"https://d3m.mie.utoronto.ca/publications/\">Sanner, S.</a>;  and de Barros , L. N.\n</span>\n\n  \n\n</span>\n\n  <i>Artificial Intelligence Journal (AIJ)</i>, 175: 1498–1527.  2011.\n  <span class=\"note\"></span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n  <a href=\"https://ssanner.github.io/papers/anu/aij11_final.pdf\"\n     onclick=\"log_download('delgado-sanner-debarros-efficientsolutionstofactoredmdpswithimprecisetransitionprobabilities-2011', 'https://ssanner.github.io/papers/anu/aij11_final.pdf', event.ctrlKey, event)\">\n    <img src=\"//bibbase.org/img/filetypes/pdf.svg\"\n\t     alt=\"Efficient Solutions to Factored MDPs with Imprecise Transition Probabilities [pdf]\"\n       title=\" paper\"\n\t     class=\"bibbase_icon\"\n         ><span class=\"bibbase_icon_text\"> paper</span></a>\n  &nbsp;\n  \n\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/delgado-sanner-debarros-efficientsolutionstofactoredmdpswithimprecisetransitionprobabilities-2011\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('delgado-sanner-debarros-efficientsolutionstofactoredmdpswithimprecisetransitionprobabilities-2011')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@article{sanner:aij11,\n  author = &quot;K. V. Delgado and S. Sanner and L. Nunes {de Barros}&quot;,\n  year = &quot;2011&quot;,\n  title = &quot;Efficient Solutions to Factored {MDPs} with Imprecise Transition Probabilities&quot;,\n  journal = &quot;Artificial Intelligence Journal ({AIJ})&quot;,\n  volume = &quot;175&quot;,\n  pages = &quot;1498--1527&quot;,\n  url_paper = {https://ssanner.github.io/papers/anu/aij11_final.pdf}\n}\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n  <div class=\"bibbase_paper\" id=\"delgado-debarros-cozman-sanner-usingmathematicalprogrammingtosolvefactoredmarkovdecisionprocesseswithimpreciseprobabilities-2011\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  <a href=\"https://ssanner.github.io/papers/anu/ijar11_final.pdf\"\n     onclick=\"return trackOutboundLink('publications', 'click', 'delgado-debarros-cozman-sanner-usingmathematicalprogrammingtosolvefactoredmarkovdecisionprocesseswithimpreciseprobabilities-2011', 'https://ssanner.github.io/papers/anu/ijar11_final.pdf', event);\">\n    Using Mathematical Programming to Solve Factored Markov Decision Processes with Imprecise Probabilities.\n  </a>\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  Delgado, K. V.; de Barros , L. N.; Cozman, F. G.;  and <a class=\"bibbase author link\" href=\"https://d3m.mie.utoronto.ca/publications/\">Sanner, S.</a>\n</span>\n\n  \n\n</span>\n\n  <i>International Journal of Approximate Reasoning (IJAR)</i>, 52(7): 1000–1017.  2011.\n  <span class=\"note\"></span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n  <a href=\"https://ssanner.github.io/papers/anu/ijar11_final.pdf\"\n     onclick=\"log_download('delgado-debarros-cozman-sanner-usingmathematicalprogrammingtosolvefactoredmarkovdecisionprocesseswithimpreciseprobabilities-2011', 'https://ssanner.github.io/papers/anu/ijar11_final.pdf', event.ctrlKey, event)\">\n    <img src=\"//bibbase.org/img/filetypes/pdf.svg\"\n\t     alt=\"Using Mathematical Programming to Solve Factored Markov Decision Processes with Imprecise Probabilities [pdf]\"\n       title=\" paper\"\n\t     class=\"bibbase_icon\"\n         ><span class=\"bibbase_icon_text\"> paper</span></a>\n  &nbsp;\n  \n\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/delgado-debarros-cozman-sanner-usingmathematicalprogrammingtosolvefactoredmarkovdecisionprocesseswithimpreciseprobabilities-2011\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('delgado-debarros-cozman-sanner-usingmathematicalprogrammingtosolvefactoredmarkovdecisionprocesseswithimpreciseprobabilities-2011')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@article{sanner:ijar11,\n  author = &quot;K. Valdivia Delgado and L. Nunes {de Barros} and F. G. Cozman and S. Sanner&quot;,\n  year = &quot;2011&quot;,\n  title = &quot;Using Mathematical Programming to Solve Factored {M}arkov Decision Processes with Imprecise Probabilities&quot;,\n  journal = &quot;International Journal of Approximate Reasoning ({IJAR})&quot;,\n  volume = &quot;52&quot;,\n  number = &quot;7&quot;, \n  pages = &quot;1000--1017&quot;,\n  url_paper = {https://ssanner.github.io/papers/anu/ijar11_final.pdf}\n}\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n\n\n\n    </div>\n  </div>\n\n  <div class=\"bibbase_group_whole\" id=\"group_2010\">\n    <div class=\"bibbase_group\"\n      onclick=\"toggleGroup('group_2010')\"\n      onkeypress=\"toggleGroup('group_2010')\"\n      tabindex=\"0\">\n      <i class=\"fa fa-angle-down bibbase_group_head_icon\"></i>&nbsp;\n      <span>2010</span>\n      <span class=\"bibbase_group_count\">\n        \n        (8)\n        \n      </span>\n    </div>\n    <div class=\"bibbase_group_body\">\n      \n  \n  <div class=\"bibbase_paper\" id=\"sanner-relationaldynamicinfluencediagramlanguagerddllanguagedescriptionhttpuserscecsanueduaussannerippc2011rddlpdf-2010\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  <a href=\"http://users.cecs.anu.edu.au/~ssanner/IPPC_2011/RDDL.pdf\"\n     onclick=\"return trackOutboundLink('publications', 'click', 'sanner-relationaldynamicinfluencediagramlanguagerddllanguagedescriptionhttpuserscecsanueduaussannerippc2011rddlpdf-2010', 'http://users.cecs.anu.edu.au/~ssanner/IPPC_2011/RDDL.pdf', event);\">\n    Relational Dynamic Influence Diagram Language (RDDL): Language Description — http://users.cecs.anu.edu.au/ ssanner/IPPC_2011/RDDL.pdf.\n  </a>\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  <a class=\"bibbase author link\" href=\"https://d3m.mie.utoronto.ca/publications/\">Sanner, S.</a>\n</span>\n\n  \n\n</span>\n\n   2010.\n  <span class=\"note\">Unpublished Manuscript, Australian National University</span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n  <a href=\"http://users.cecs.anu.edu.au/~ssanner/IPPC_2011/RDDL.pdf\"\n     onclick=\"log_download('sanner-relationaldynamicinfluencediagramlanguagerddllanguagedescriptionhttpuserscecsanueduaussannerippc2011rddlpdf-2010', 'http://users.cecs.anu.edu.au/~ssanner/IPPC_2011/RDDL.pdf', event.ctrlKey, event)\">\n    <img src=\"//bibbase.org/img/filetypes/pdf.svg\"\n\t     alt=\"Relational Dynamic Influence Diagram Language (RDDL): Language Description — http://users.cecs.anu.edu.au/ ssanner/IPPC_2011/RDDL.pdf [pdf]\"\n       title=\"Paper\"\n\t     class=\"bibbase_icon\"\n         ><span class=\"bibbase_icon_text\">Paper</span></a>\n  &nbsp;\n  \n\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/sanner-relationaldynamicinfluencediagramlanguagerddllanguagedescriptionhttpuserscecsanueduaussannerippc2011rddlpdf-2010\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n  &nbsp;\n  <span class=\"bibbase_stats_paper\" style=\"color: #777;\">\n    <span>3 downloads</span>\n  </span>\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('sanner-relationaldynamicinfluencediagramlanguagerddllanguagedescriptionhttpuserscecsanueduaussannerippc2011rddlpdf-2010')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@unpublished{sanner:rddl,\n  author = &quot;S. Sanner&quot;,\n  title = &quot;{R}elational {D}ynamic {I}nfluence {D}iagram\n{L}anguage ({RDDL}): Language Description --- http://users.cecs.anu.edu.au/~ssanner/IPPC_2011/RDDL.pdf&quot;,\n  note = &quot;Unpublished Manuscript, Australian National University&quot;,\n  year = &quot;2010&quot;,\n  url = &quot;http://users.cecs.anu.edu.au/~ssanner/IPPC_2011/RDDL.pdf&quot;\n}\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n  <div class=\"bibbase_paper\" id=\"bonilla-guo-sanner-gaussianprocesspreferenceelicitation-2010\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  <a href=\"https://ssanner.github.io/papers/anu/gppe_final.pdf\"\n     onclick=\"return trackOutboundLink('publications', 'click', 'bonilla-guo-sanner-gaussianprocesspreferenceelicitation-2010', 'https://ssanner.github.io/papers/anu/gppe_final.pdf', event);\">\n    Gaussian Process Preference Elicitation.\n  </a>\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  Bonilla, E.; Guo, S.;  and <a class=\"bibbase author link\" href=\"https://d3m.mie.utoronto.ca/publications/\">Sanner, S.</a>\n</span>\n\n  \n\n</span>\n\n  In <i>Advances in Neural Information Processing Systems 24 (NeurIPS-10)</i>, Vancouver, Canada,  2010. MIT Press\n  <span class=\"note\"></span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n  <a href=\"https://ssanner.github.io/papers/anu/gppe_final.pdf\"\n     onclick=\"log_download('bonilla-guo-sanner-gaussianprocesspreferenceelicitation-2010', 'https://ssanner.github.io/papers/anu/gppe_final.pdf', event.ctrlKey, event)\">\n    <img src=\"//bibbase.org/img/filetypes/pdf.svg\"\n\t     alt=\"Gaussian Process Preference Elicitation [pdf]\"\n       title=\" paper\"\n\t     class=\"bibbase_icon\"\n         ><span class=\"bibbase_icon_text\"> paper</span></a>\n  &nbsp;\n  \n\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/bonilla-guo-sanner-gaussianprocesspreferenceelicitation-2010\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n  &nbsp;\n  <span class=\"bibbase_stats_paper\" style=\"color: #777;\">\n    <span>5 downloads</span>\n  </span>\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('bonilla-guo-sanner-gaussianprocesspreferenceelicitation-2010')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@inproceedings{sanner:nips10,\n  author = &quot;E. Bonilla and S. Guo and S. Sanner&quot;,\n  title = &quot;Gaussian Process Preference Elicitation&quot;,\n  booktitle = &quot;Advances in Neural Information Processing Systems 24 ({NeurIPS-10})&quot;,\n  year = &quot;2010&quot;,\n  address = &quot;Vancouver, Canada&quot;,\n  publisher = &quot;MIT Press&quot;,\n  url_paper = {https://ssanner.github.io/papers/anu/gppe_final.pdf}\n}\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n  <div class=\"bibbase_paper\" id=\"sanner-kersting-symbolicdynamicprogrammingforfirstorderpomdps-2010\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  <a href=\"https://ssanner.github.io/papers/anu/fo_pomdp.pdf\"\n     onclick=\"return trackOutboundLink('publications', 'click', 'sanner-kersting-symbolicdynamicprogrammingforfirstorderpomdps-2010', 'https://ssanner.github.io/papers/anu/fo_pomdp.pdf', event);\">\n    Symbolic Dynamic Programming for First-order POMDPs.\n  </a>\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  <a class=\"bibbase author link\" href=\"https://d3m.mie.utoronto.ca/publications/\">Sanner, S.</a>;  and Kersting, K.\n</span>\n\n  \n\n</span>\n\n  In <i>Proceedings of the 24th AAAI Conference on Artificial Intelligence (AAAI-10)</i>, Atlanta, Georgia, July 19-23 2010. AAAI Press\n  <span class=\"note\"></span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n  <a href=\"https://ssanner.github.io/papers/anu/fo_pomdp.pdf\"\n     onclick=\"log_download('sanner-kersting-symbolicdynamicprogrammingforfirstorderpomdps-2010', 'https://ssanner.github.io/papers/anu/fo_pomdp.pdf', event.ctrlKey, event)\">\n    <img src=\"//bibbase.org/img/filetypes/pdf.svg\"\n\t     alt=\"Symbolic Dynamic Programming for First-order POMDPs [pdf]\"\n       title=\" paper\"\n\t     class=\"bibbase_icon\"\n         ><span class=\"bibbase_icon_text\"> paper</span></a>\n  &nbsp;\n  \n\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/sanner-kersting-symbolicdynamicprogrammingforfirstorderpomdps-2010\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n  &nbsp;\n  <span class=\"bibbase_stats_paper\" style=\"color: #777;\">\n    <span>5 downloads</span>\n  </span>\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('sanner-kersting-symbolicdynamicprogrammingforfirstorderpomdps-2010')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@inproceedings{sanner:aaai10,\n  AUTHOR =       {S. Sanner and K. Kersting},\n  TITLE =        {Symbolic Dynamic Programming for First-order {POMDP}s},\n  BOOKTITLE =    {Proceedings of the 24th AAAI Conference on Artificial Intelligence ({AAAI-10})},\n  YEAR =         {2010},\n  address =      {Atlanta, Georgia},\n  month =        {July 19-23},\n  publisher =    {AAAI Press},\n  url_paper = {https://ssanner.github.io/papers/anu/fo_pomdp.pdf}\n}\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n  <div class=\"bibbase_paper\" id=\"downey-sanner-temporaldifferencebayesianmodelaveragingabayesianperspectiveonadaptinglambda-2010\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  <a href=\"https://ssanner.github.io/papers/anu/td_bma.pdf\"\n     onclick=\"return trackOutboundLink('publications', 'click', 'downey-sanner-temporaldifferencebayesianmodelaveragingabayesianperspectiveonadaptinglambda-2010', 'https://ssanner.github.io/papers/anu/td_bma.pdf', event);\">\n    Temporal Difference Bayesian Model Averaging: A Bayesian Perspective on Adapting Lambda.\n  </a>\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  Downey, C.;  and <a class=\"bibbase author link\" href=\"https://d3m.mie.utoronto.ca/publications/\">Sanner, S.</a>\n</span>\n\n  \n\n</span>\n\n  In <i>Proceedings of the 27th International Conference on Machine Learning (ICML-10)</i>, Haifa, Israel, June 21-24 2010. \n  <span class=\"note\"></span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n  <a href=\"https://ssanner.github.io/papers/anu/td_bma.pdf\"\n     onclick=\"log_download('downey-sanner-temporaldifferencebayesianmodelaveragingabayesianperspectiveonadaptinglambda-2010', 'https://ssanner.github.io/papers/anu/td_bma.pdf', event.ctrlKey, event)\">\n    <img src=\"//bibbase.org/img/filetypes/pdf.svg\"\n\t     alt=\"Temporal Difference Bayesian Model Averaging: A Bayesian Perspective on Adapting Lambda [pdf]\"\n       title=\" paper\"\n\t     class=\"bibbase_icon\"\n         ><span class=\"bibbase_icon_text\"> paper</span></a>\n  &nbsp;\n  \n\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/downey-sanner-temporaldifferencebayesianmodelaveragingabayesianperspectiveonadaptinglambda-2010\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n  &nbsp;\n  <span class=\"bibbase_stats_paper\" style=\"color: #777;\">\n    <span>3 downloads</span>\n  </span>\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('downey-sanner-temporaldifferencebayesianmodelaveragingabayesianperspectiveonadaptinglambda-2010')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@inproceedings{sanner:icml10,\n  AUTHOR =       {C. Downey and S. Sanner},\n  TITLE =        {Temporal Difference {Bayesian} Model Averaging: A {Bayesian} Perspective on Adapting Lambda},\n  BOOKTITLE =    {Proceedings of the 27th International Conference on Machine Learning ({ICML-10})},\n  YEAR =         {2010},\n  address =      {Haifa, Israel},\n  month =        {June 21-24},\n  url_paper = {https://ssanner.github.io/papers/anu/td_bma.pdf}\n}\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n  <div class=\"bibbase_paper\" id=\"guo-sanner-probabilisticlatentmaximalmarginalrelevance-2010\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  <a href=\"https://ssanner.github.io/papers/anu/sigir10.pdf\"\n     onclick=\"return trackOutboundLink('publications', 'click', 'guo-sanner-probabilisticlatentmaximalmarginalrelevance-2010', 'https://ssanner.github.io/papers/anu/sigir10.pdf', event);\">\n    Probabilistic Latent Maximal Marginal Relevance.\n  </a>\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  Guo, S.;  and <a class=\"bibbase author link\" href=\"https://d3m.mie.utoronto.ca/publications/\">Sanner, S.</a>\n</span>\n\n  \n\n</span>\n\n  In <i>Proceedings of the 33rd Annual ACM SIG Information Retrieval Conference (SIGIR-10)</i>, Geneva, Switzerland, July 11-15 2010. ACM\n  <span class=\"note\"></span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n  <a href=\"https://ssanner.github.io/papers/anu/sigir10.pdf\"\n     onclick=\"log_download('guo-sanner-probabilisticlatentmaximalmarginalrelevance-2010', 'https://ssanner.github.io/papers/anu/sigir10.pdf', event.ctrlKey, event)\">\n    <img src=\"//bibbase.org/img/filetypes/pdf.svg\"\n\t     alt=\"Probabilistic Latent Maximal Marginal Relevance [pdf]\"\n       title=\" paper\"\n\t     class=\"bibbase_icon\"\n         ><span class=\"bibbase_icon_text\"> paper</span></a>\n  &nbsp;\n  \n\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/guo-sanner-probabilisticlatentmaximalmarginalrelevance-2010\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('guo-sanner-probabilisticlatentmaximalmarginalrelevance-2010')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@INPROCEEDINGS{sanner:sigir10,\n  AUTHOR =       {S. Guo and S. Sanner},\n  TITLE =        {Probabilistic Latent Maximal Marginal Relevance},\n  BOOKTITLE =    {Proceedings of the 33rd Annual ACM SIG Information Retrieval Conference ({SIGIR-10})},\n  YEAR =         {2010},\n  address =      {Geneva, Switzerland},\n  month =        {July 11-15},\n  publisher =    {ACM},\n  url_paper = {https://ssanner.github.io/papers/anu/sigir10.pdf}\n}\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n  <div class=\"bibbase_paper\" id=\"guo-sanner-realtimemultiattributebayesianpreferenceelicitationwithpairwisecomparisonqueries-2010\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  <a href=\"https://ssanner.github.io/papers/anu/baypref.pdf\"\n     onclick=\"return trackOutboundLink('publications', 'click', 'guo-sanner-realtimemultiattributebayesianpreferenceelicitationwithpairwisecomparisonqueries-2010', 'https://ssanner.github.io/papers/anu/baypref.pdf', event);\">\n    Real-time Multiattribute Bayesian Preference Elicitation with Pairwise Comparison Queries.\n  </a>\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  Guo, S.;  and <a class=\"bibbase author link\" href=\"https://d3m.mie.utoronto.ca/publications/\">Sanner, S.</a>\n</span>\n\n  \n\n</span>\n\n  In <i>Proceedings of the 13th International Conference on Artificial Intelligence and Statistics (AISTATS-10)</i>, volume 9, pages 289–296, Sardinia, Italy, May 13-15 2010. \n  <span class=\"note\"></span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n  <a href=\"https://ssanner.github.io/papers/anu/baypref.pdf\"\n     onclick=\"log_download('guo-sanner-realtimemultiattributebayesianpreferenceelicitationwithpairwisecomparisonqueries-2010', 'https://ssanner.github.io/papers/anu/baypref.pdf', event.ctrlKey, event)\">\n    <img src=\"//bibbase.org/img/filetypes/pdf.svg\"\n\t     alt=\"Real-time Multiattribute Bayesian Preference Elicitation with Pairwise Comparison Queries [pdf]\"\n       title=\" paper\"\n\t     class=\"bibbase_icon\"\n         ><span class=\"bibbase_icon_text\"> paper</span></a>\n  &nbsp;\n  \n\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/guo-sanner-realtimemultiattributebayesianpreferenceelicitationwithpairwisecomparisonqueries-2010\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n  &nbsp;\n  <span class=\"bibbase_stats_paper\" style=\"color: #777;\">\n    <span>32 downloads</span>\n  </span>\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('guo-sanner-realtimemultiattributebayesianpreferenceelicitationwithpairwisecomparisonqueries-2010')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@INPROCEEDINGS{sanner:aistats10,\n  AUTHOR =       {S. Guo and S. Sanner},\n  TITLE =        {Real-time Multiattribute {Bayesian} Preference Elicitation with Pairwise Comparison Queries},\n  BOOKTITLE =    {Proceedings of the 13th International Conference on Artificial Intelligence and Statistics ({AISTATS-10})},\n  YEAR =         {2010},\n  volume =       {9},\n  pages =        {289--296},\n  address =      {Sardinia, Italy},\n  month =        {May 13-15},\n  url_paper = {https://ssanner.github.io/papers/anu/baypref.pdf}\n}\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n  <div class=\"bibbase_paper\" id=\"sanner-uther-delgado-approximatedynamicprogrammingwithaffineadds-2010\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  <a href=\"https://ssanner.github.io/papers/anu/aadd_approx.pdf\"\n     onclick=\"return trackOutboundLink('publications', 'click', 'sanner-uther-delgado-approximatedynamicprogrammingwithaffineadds-2010', 'https://ssanner.github.io/papers/anu/aadd_approx.pdf', event);\">\n    Approximate Dynamic Programming with Affine ADDs.\n  </a>\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  <a class=\"bibbase author link\" href=\"https://d3m.mie.utoronto.ca/publications/\">Sanner, S.</a>; Uther, W.;  and Delgado, K. V.\n</span>\n\n  \n\n</span>\n\n  In <i>Proceedings of the 9th International Conference on Autonomous Agents and Multiagent Systems (AAMAS-10)</i>, Toronto, Canada,  2010. \n  <span class=\"note\"></span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n  <a href=\"https://ssanner.github.io/papers/anu/aadd_approx.pdf\"\n     onclick=\"log_download('sanner-uther-delgado-approximatedynamicprogrammingwithaffineadds-2010', 'https://ssanner.github.io/papers/anu/aadd_approx.pdf', event.ctrlKey, event)\">\n    <img src=\"//bibbase.org/img/filetypes/pdf.svg\"\n\t     alt=\"Approximate Dynamic Programming with Affine ADDs [pdf]\"\n       title=\" paper\"\n\t     class=\"bibbase_icon\"\n         ><span class=\"bibbase_icon_text\"> paper</span></a>\n  &nbsp;\n  \n\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/sanner-uther-delgado-approximatedynamicprogrammingwithaffineadds-2010\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n  &nbsp;\n  <span class=\"bibbase_stats_paper\" style=\"color: #777;\">\n    <span>3 downloads</span>\n  </span>\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('sanner-uther-delgado-approximatedynamicprogrammingwithaffineadds-2010')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@inproceedings{sanner:aamas10,\n  author = &quot;S. Sanner and W. Uther and K. V. Delgado&quot;,\n  year = &quot;2010&quot;,\n  title = &quot;Approximate Dynamic Programming with {Affine} {ADDs}&quot;,\n  booktitle = &quot;Proceedings of the 9th International Conference on Autonomous Agents and Multiagent Systems ({AAMAS-10})&quot;,\n  address = &quot;Toronto, Canada&quot;,\n  url_paper = {https://ssanner.github.io/papers/anu/aadd_approx.pdf}\n}\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n  <div class=\"bibbase_paper\" id=\"sanner-kersting-symbolicdynamicprogramming-2010\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  <a href=\"https://ssanner.github.io/papers/anu/SDP_MLEnc.pdf\"\n     onclick=\"return trackOutboundLink('publications', 'click', 'sanner-kersting-symbolicdynamicprogramming-2010', 'https://ssanner.github.io/papers/anu/SDP_MLEnc.pdf', event);\">\n    Symbolic dynamic programming.\n  </a>\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  <a class=\"bibbase author link\" href=\"https://d3m.mie.utoronto.ca/publications/\">Sanner, S.</a>;  and Kersting, K.\n</span>\n\n  \n\n</span>\n\n  In <i>Encyclopedia of Machine Learning</i>, pages 946–954. Springer-Verlag,  2010.\n  <span class=\"note\"></span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n  <a href=\"https://ssanner.github.io/papers/anu/SDP_MLEnc.pdf\"\n     onclick=\"log_download('sanner-kersting-symbolicdynamicprogramming-2010', 'https://ssanner.github.io/papers/anu/SDP_MLEnc.pdf', event.ctrlKey, event)\">\n    <img src=\"//bibbase.org/img/filetypes/pdf.svg\"\n\t     alt=\"Symbolic dynamic programming [pdf]\"\n       title=\" paper\"\n\t     class=\"bibbase_icon\"\n         ><span class=\"bibbase_icon_text\"> paper</span></a>\n  &nbsp;\n  \n\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/sanner-kersting-symbolicdynamicprogramming-2010\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('sanner-kersting-symbolicdynamicprogramming-2010')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@incollection{sanner:enc10, \nauthor = &quot;S. Sanner and K. Kersting&quot;,\nyear = &quot;2010&quot;,\ntitle = &quot;Symbolic dynamic programming&quot;,\neditors = &quot;C. Sammut&quot;, \npages = &quot;946--954&quot;,\nbooktitle = {Encyclopedia of Machine Learning}, \npublisher = &quot;Springer-Verlag&quot;,\n  url_paper = {https://ssanner.github.io/papers/anu/SDP_MLEnc.pdf}\n} \n\n</pre>\n</div>\n\n\n\n</div>\n\n\n\n\n\n    </div>\n  </div>\n\n  <div class=\"bibbase_group_whole\" id=\"group_2009\">\n    <div class=\"bibbase_group\"\n      onclick=\"toggleGroup('group_2009')\"\n      onkeypress=\"toggleGroup('group_2009')\"\n      tabindex=\"0\">\n      <i class=\"fa fa-angle-down bibbase_group_head_icon\"></i>&nbsp;\n      <span>2009</span>\n      <span class=\"bibbase_group_count\">\n        \n        (3)\n        \n      </span>\n    </div>\n    <div class=\"bibbase_group_body\">\n      \n  \n  <div class=\"bibbase_paper\" id=\"delgado-sanner-debarros-cozman-efficientsolutionstofactoredmdpswithimprecisetransitionprobabilities-2009\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  <a href=\"https://ssanner.github.io/papers/anu/fact_mdpip.pdf\"\n     onclick=\"return trackOutboundLink('publications', 'click', 'delgado-sanner-debarros-cozman-efficientsolutionstofactoredmdpswithimprecisetransitionprobabilities-2009', 'https://ssanner.github.io/papers/anu/fact_mdpip.pdf', event);\">\n    Efficient Solutions to Factored MDPs with Imprecise Transition Probabilities.\n  </a>\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  Delgado, K. V.; <a class=\"bibbase author link\" href=\"https://d3m.mie.utoronto.ca/publications/\">Sanner, S.</a>; de Barros, L. N.;  and Cozman, F. G.\n</span>\n\n  \n\n</span>\n\n  In <i>Proceedings of the 19th Conference on Automated Planning and Scheduling (ICAPS-09)</i>,  2009. \n  <span class=\"note\"></span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n  <a href=\"https://ssanner.github.io/papers/anu/fact_mdpip.pdf\"\n     onclick=\"log_download('delgado-sanner-debarros-cozman-efficientsolutionstofactoredmdpswithimprecisetransitionprobabilities-2009', 'https://ssanner.github.io/papers/anu/fact_mdpip.pdf', event.ctrlKey, event)\">\n    <img src=\"//bibbase.org/img/filetypes/pdf.svg\"\n\t     alt=\"Efficient Solutions to Factored MDPs with Imprecise Transition Probabilities [pdf]\"\n       title=\" paper\"\n\t     class=\"bibbase_icon\"\n         ><span class=\"bibbase_icon_text\"> paper</span></a>\n  &nbsp;\n  \n\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/delgado-sanner-debarros-cozman-efficientsolutionstofactoredmdpswithimprecisetransitionprobabilities-2009\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n  &nbsp;\n  <span class=\"bibbase_stats_paper\" style=\"color: #777;\">\n    <span>1 download</span>\n  </span>\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('delgado-sanner-debarros-cozman-efficientsolutionstofactoredmdpswithimprecisetransitionprobabilities-2009')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@inproceedings{sanner:icaps09,\n  author = &quot;K. V. Delgado and S. Sanner and L. Nunes de Barros and F. G. Cozman&quot;,\n  year = &quot;2009&quot;,\n  title = &quot;Efficient Solutions to Factored {MDP}s with Imprecise Transition Probabilities&quot;,\n  booktitle = &quot;Proceedings of the 19th Conference on Automated Planning and Scheduling ({ICAPS-09})&quot;,\n  pdf = &quot;http://users.cecs.anu.edu.au/~ssanner/Papers/fact_mdpip.pdf&quot;,\n  url_paper = {https://ssanner.github.io/papers/anu/fact_mdpip.pdf}\n}\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n  <div class=\"bibbase_paper\" id=\"sanner-goetschalckx-driessens-shani-bayesianrealtimedynamicprogramming-2009\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  <a href=\"https://ssanner.github.io/papers/anu/ijcai09.pdf\"\n     onclick=\"return trackOutboundLink('publications', 'click', 'sanner-goetschalckx-driessens-shani-bayesianrealtimedynamicprogramming-2009', 'https://ssanner.github.io/papers/anu/ijcai09.pdf', event);\">\n    Bayesian Real-time Dynamic Programming.\n  </a>\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  <a class=\"bibbase author link\" href=\"https://d3m.mie.utoronto.ca/publications/\">Sanner, S.</a>; Goetschalckx, R.; Driessens, K.;  and Shani, G.\n</span>\n\n  \n\n</span>\n\n  In Boutilier, editor(s), <i>21st International Joint Conference on Artificial Intelligence (IJCAI-09)</i>, pages 1–8, Pasadena, USA, July 2009. \n  <span class=\"note\"></span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n  <a href=\"https://ssanner.github.io/papers/anu/ijcai09.pdf\"\n     onclick=\"log_download('sanner-goetschalckx-driessens-shani-bayesianrealtimedynamicprogramming-2009', 'https://ssanner.github.io/papers/anu/ijcai09.pdf', event.ctrlKey, event)\">\n    <img src=\"//bibbase.org/img/filetypes/pdf.svg\"\n\t     alt=\"Bayesian Real-time Dynamic Programming [pdf]\"\n       title=\" paper\"\n\t     class=\"bibbase_icon\"\n         ><span class=\"bibbase_icon_text\"> paper</span></a>\n  &nbsp;\n  \n\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/sanner-goetschalckx-driessens-shani-bayesianrealtimedynamicprogramming-2009\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n  &nbsp;\n  <span class=\"bibbase_stats_paper\" style=\"color: #777;\">\n    <span>7 downloads</span>\n  </span>\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('sanner-goetschalckx-driessens-shani-bayesianrealtimedynamicprogramming-2009')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@inproceedings {sanner:ijcai09,\n  author = &quot;S. Sanner and R. Goetschalckx and K. Driessens and G. Shani&quot;,\n  pages = &quot;1--8&quot;,\n  year = &quot;2009&quot;,\n  booktitle = &quot;21st International Joint Conference on Artificial Intelligence ({IJCAI-09})&quot;,\n  address = &quot;Pasadena, USA&quot;,\n  editor = &quot;Boutilier&quot;,\n  pdf = &quot;https://ssanner.github.io/papers/anu/ijcai09.pdf&quot;,\n  title = &quot;{Bayesian} Real-time Dynamic Programming&quot;,\n  month = &quot;July&quot;,\n  url_paper = {https://ssanner.github.io/papers/anu/ijcai09.pdf}\n}\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n  <div class=\"bibbase_paper\" id=\"sanner-boutilier-practicalsolutiontechniquesforfirstordermdps-2009\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  <a href=\"https://ssanner.github.io/papers/anu/aij08.pdf\"\n     onclick=\"return trackOutboundLink('publications', 'click', 'sanner-boutilier-practicalsolutiontechniquesforfirstordermdps-2009', 'https://ssanner.github.io/papers/anu/aij08.pdf', event);\">\n    Practical Solution Techniques for First-order MDPs.\n  </a>\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  <a class=\"bibbase author link\" href=\"https://d3m.mie.utoronto.ca/publications/\">Sanner, S.</a>;  and Boutilier, C.\n</span>\n\n  \n\n</span>\n\n  <i>Artificial Intelligence Journal (AIJ)</i>,748-788. April 2009.\n  <span class=\"note\">Recipient of the 2014 Artificial Intelligence Journal (AIJ) Prominent Paper Award.</span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n  <a href=\"https://ssanner.github.io/papers/anu/aij08.pdf\"\n     onclick=\"log_download('sanner-boutilier-practicalsolutiontechniquesforfirstordermdps-2009', 'https://ssanner.github.io/papers/anu/aij08.pdf', event.ctrlKey, event)\">\n    <img src=\"//bibbase.org/img/filetypes/pdf.svg\"\n\t     alt=\"Practical Solution Techniques for First-order MDPs [pdf]\"\n       title=\" paper\"\n\t     class=\"bibbase_icon\"\n         ><span class=\"bibbase_icon_text\"> paper</span></a>\n  &nbsp;\n  \n\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/sanner-boutilier-practicalsolutiontechniquesforfirstordermdps-2009\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n  &nbsp;\n  <span class=\"bibbase_stats_paper\" style=\"color: #777;\">\n    <span>21 downloads</span>\n  </span>\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('sanner-boutilier-practicalsolutiontechniquesforfirstordermdps-2009')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@article {sanner:aij09,\n  author = &quot;S. Sanner and C. Boutilier&quot;,\n  year = &quot;2009&quot;,\n  journal = &quot;Artificial Intelligence Journal ({AIJ})&quot;,\n  title = &quot;Practical Solution Techniques for First-order {MDP}s&quot;,\n  pages = &quot;748-788&quot;,\n  note = {Recipient of the 2014 Artificial Intelligence Journal (AIJ) Prominent Paper Award.},\n  pdf = &quot;https://ssanner.github.io/papers/anu/aij08.pdf&quot;,\n  month = &quot;April&quot;,\n  url_paper = {https://ssanner.github.io/papers/anu/aij08.pdf} \n}\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n\n\n\n    </div>\n  </div>\n\n  <div class=\"bibbase_group_whole\" id=\"group_2008\">\n    <div class=\"bibbase_group\"\n      onclick=\"toggleGroup('group_2008')\"\n      onkeypress=\"toggleGroup('group_2008')\"\n      tabindex=\"0\">\n      <i class=\"fa fa-angle-down bibbase_group_head_icon\"></i>&nbsp;\n      <span>2008</span>\n      <span class=\"bibbase_group_count\">\n        \n        (4)\n        \n      </span>\n    </div>\n    <div class=\"bibbase_group_body\">\n      \n  \n  <div class=\"bibbase_paper\" id=\"goetschalckx-sanner-driessens-reinforcementlearningwiththeuseofcostlyfeatures-2008\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  <a href=\"https://ssanner.github.io/papers/anu/ewrl08.pdf\"\n     onclick=\"return trackOutboundLink('publications', 'click', 'goetschalckx-sanner-driessens-reinforcementlearningwiththeuseofcostlyfeatures-2008', 'https://ssanner.github.io/papers/anu/ewrl08.pdf', event);\">\n    Reinforcement learning with the use of costly features.\n  </a>\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  Goetschalckx, R.; <a class=\"bibbase author link\" href=\"https://d3m.mie.utoronto.ca/publications/\">Sanner, S.</a>;  and Driessens, K.\n</span>\n\n  \n\n</span>\n\n  <i>Lecture Notes in Computer Science</i>, 5323: 124–135. November 2008.\n  <span class=\"note\"></span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n  <a href=\"https://lirias.kuleuven.be/handle/123456789/199408\"\n     onclick=\"log_download('goetschalckx-sanner-driessens-reinforcementlearningwiththeuseofcostlyfeatures-2008', 'https://lirias.kuleuven.be/handle/123456789/199408', event.ctrlKey, event)\">\n    <img src=\"//bibbase.org/img/filetypes/link.svg\"\n\t     alt=\"Reinforcement learning with the use of costly features [link]\"\n       title=\"Paper\"\n\t     class=\"bibbase_icon\"\n         ><span class=\"bibbase_icon_text\">Paper</span></a>\n  &nbsp;\n  \n  <a href=\"https://ssanner.github.io/papers/anu/ewrl08.pdf\"\n     onclick=\"log_download('goetschalckx-sanner-driessens-reinforcementlearningwiththeuseofcostlyfeatures-2008', 'https://ssanner.github.io/papers/anu/ewrl08.pdf', event.ctrlKey, event)\">\n    <img src=\"//bibbase.org/img/filetypes/pdf.svg\"\n\t     alt=\"Reinforcement learning with the use of costly features [pdf]\"\n       title=\" paper\"\n\t     class=\"bibbase_icon\"\n         ><span class=\"bibbase_icon_text\"> paper</span></a>\n  &nbsp;\n  \n\n  \n  <a href=\"http://doi.org/10.1007/978-3-540-89722-4_10\"\n     onclick=\"log_download('goetschalckx-sanner-driessens-reinforcementlearningwiththeuseofcostlyfeatures-2008', 'http://doi.org/10.1007/978-3-540-89722-4_10', event.ctrlKey)\"\n     class=\"bibbase doi link\">\n    <span>doi</span></a>\n  &nbsp;\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/goetschalckx-sanner-driessens-reinforcementlearningwiththeuseofcostlyfeatures-2008\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n  &nbsp;\n  <span class=\"bibbase_stats_paper\" style=\"color: #777;\">\n    <span>1 download</span>\n  </span>\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('goetschalckx-sanner-driessens-reinforcementlearningwiththeuseofcostlyfeatures-2008')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@article{sanner:ewrl08,\n  author = &quot;R. Goetschalckx and S. Sanner and K. Driessens&quot;,\n  title = &quot;Reinforcement learning with the use of costly features&quot;,\n  journal = {Lecture Notes in Computer Science},\n  volume = &quot;5323&quot;,\n  pages = &quot;124--135&quot;,\n  month = Nov,\n  year = &quot;2008&quot;,\n  doi = &quot;10.1007/978-3-540-89722-4\\_{}10&quot;,\n  url = &quot;https://lirias.kuleuven.be/handle/123456789/199408&quot;,\n  url_paper = {https://ssanner.github.io/papers/anu/ewrl08.pdf}\n}\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n  <div class=\"bibbase_paper\" id=\"goetschalckx-sanner-driessens-costsensitiveparsimoniouslinearregression-2008\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  <a href=\"https://ssanner.github.io/papers/anu/icdm08.pdf\"\n     onclick=\"return trackOutboundLink('publications', 'click', 'goetschalckx-sanner-driessens-costsensitiveparsimoniouslinearregression-2008', 'https://ssanner.github.io/papers/anu/icdm08.pdf', event);\">\n    Cost-sensitive parsimonious linear regression.\n  </a>\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  Goetschalckx, R.; <a class=\"bibbase author link\" href=\"https://d3m.mie.utoronto.ca/publications/\">Sanner, S.</a>;  and Driessens, K.\n</span>\n\n  \n\n</span>\n\n  In <i>Proceedings of the 8th IEEE International Conference on Data Mining (ICDM-08)</i>, pages 809–814,  2008. IEEE Computer Society\n  <span class=\"note\"></span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n  <a href=\"https://lirias.kuleuven.be/handle/123456789/199410\"\n     onclick=\"log_download('goetschalckx-sanner-driessens-costsensitiveparsimoniouslinearregression-2008', 'https://lirias.kuleuven.be/handle/123456789/199410', event.ctrlKey, event)\">\n    <img src=\"//bibbase.org/img/filetypes/link.svg\"\n\t     alt=\"Cost-sensitive parsimonious linear regression [link]\"\n       title=\"Paper\"\n\t     class=\"bibbase_icon\"\n         ><span class=\"bibbase_icon_text\">Paper</span></a>\n  &nbsp;\n  \n  <a href=\"https://ssanner.github.io/papers/anu/icdm08.pdf\"\n     onclick=\"log_download('goetschalckx-sanner-driessens-costsensitiveparsimoniouslinearregression-2008', 'https://ssanner.github.io/papers/anu/icdm08.pdf', event.ctrlKey, event)\">\n    <img src=\"//bibbase.org/img/filetypes/pdf.svg\"\n\t     alt=\"Cost-sensitive parsimonious linear regression [pdf]\"\n       title=\" paper\"\n\t     class=\"bibbase_icon\"\n         ><span class=\"bibbase_icon_text\"> paper</span></a>\n  &nbsp;\n  \n\n  \n  <a href=\"http://doi.org/10.1109/ICDM.2008.76\"\n     onclick=\"log_download('goetschalckx-sanner-driessens-costsensitiveparsimoniouslinearregression-2008', 'http://doi.org/10.1109/ICDM.2008.76', event.ctrlKey)\"\n     class=\"bibbase doi link\">\n    <span>doi</span></a>\n  &nbsp;\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/goetschalckx-sanner-driessens-costsensitiveparsimoniouslinearregression-2008\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('goetschalckx-sanner-driessens-costsensitiveparsimoniouslinearregression-2008')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@inproceedings{sanner:icdm08,\n  author = &quot;R. Goetschalckx and S. Sanner and K. Driessens&quot;,\n  title = &quot;Cost-sensitive parsimonious linear regression&quot;,\n  booktitle = &quot;Proceedings of the 8th IEEE International Conference on Data Mining ({ICDM-08})&quot;,\n  publisher = &quot;IEEE Computer Society&quot;,\n  pages = &quot;809--814&quot;,\n  year = &quot;2008&quot;,\n  doi = &quot;10.1109/ICDM.2008.76&quot;,\n  url = &quot;https://lirias.kuleuven.be/handle/123456789/199410&quot;,\n  url_paper = {https://ssanner.github.io/papers/anu/icdm08.pdf}\n}\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n  <div class=\"bibbase_paper\" id=\"goetschalckx-sanner-driessens-reinforcementlearningwiththeuseofcostlyfeatures-2008\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  <a href=\"https://ssanner.github.io/papers/anu/ecai08.pdf\"\n     onclick=\"return trackOutboundLink('publications', 'click', 'goetschalckx-sanner-driessens-reinforcementlearningwiththeuseofcostlyfeatures-2008', 'https://ssanner.github.io/papers/anu/ecai08.pdf', event);\">\n    Reinforcement Learning with the Use of Costly Features.\n  </a>\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  Goetschalckx, R.; <a class=\"bibbase author link\" href=\"https://d3m.mie.utoronto.ca/publications/\">Sanner, S.</a>;  and Driessens, K.\n</span>\n\n  \n\n</span>\n\n  In <i>European Conference on Artificial Intelligence (ECAI-08)</i>,  2008. \n  <span class=\"note\"></span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n  <a href=\"https://ssanner.github.io/papers/anu/ecai08.pdf\"\n     onclick=\"log_download('goetschalckx-sanner-driessens-reinforcementlearningwiththeuseofcostlyfeatures-2008', 'https://ssanner.github.io/papers/anu/ecai08.pdf', event.ctrlKey, event)\">\n    <img src=\"//bibbase.org/img/filetypes/pdf.svg\"\n\t     alt=\"Reinforcement Learning with the Use of Costly Features [pdf]\"\n       title=\" paper\"\n\t     class=\"bibbase_icon\"\n         ><span class=\"bibbase_icon_text\"> paper</span></a>\n  &nbsp;\n  \n\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/goetschalckx-sanner-driessens-reinforcementlearningwiththeuseofcostlyfeatures-2008\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n  &nbsp;\n  <span class=\"bibbase_stats_paper\" style=\"color: #777;\">\n    <span>1 download</span>\n  </span>\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('goetschalckx-sanner-driessens-reinforcementlearningwiththeuseofcostlyfeatures-2008')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@inproceedings{sanner:ecai08,\nauthor = &quot;R. Goetschalckx and S. Sanner and K. Driessens&quot;,\nyear = &quot;2008&quot;,\ntitle = &quot;Reinforcement Learning with the Use of Costly Features&quot;,\nbooktitle = &quot;European Conference on Artificial Intelligence ({ECAI-08})&quot;,\npdf = &quot;http://users.rsise.anu.edu.au/&amp;ntilde;ssanner/Papers/ecai08.pdf&quot;,\n  url_paper = {https://ssanner.github.io/papers/anu/ecai08.pdf}\n}\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n  <div class=\"bibbase_paper\" id=\"sanner-firstorderdecisiontheoreticplanninginstructuredrelationalenvironments-2008\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  <a href=\"https://ssanner.github.io/papers/anu/Sanner_Scott_P_200803_PhD_thesis.pdf\"\n     onclick=\"return trackOutboundLink('publications', 'click', 'sanner-firstorderdecisiontheoreticplanninginstructuredrelationalenvironments-2008', 'https://ssanner.github.io/papers/anu/Sanner_Scott_P_200803_PhD_thesis.pdf', event);\">\n    First-order Decision-theoretic Planning in Structured Relational Environments.\n  </a>\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  <a class=\"bibbase author link\" href=\"https://d3m.mie.utoronto.ca/publications/\">Sanner, S.</a>\n</span>\n\n  \n\n</span>\n\n  Ph.D. Thesis, University of Toronto, Toronto, ON, Canada, March 2008.\n  <span class=\"note\"></span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n  <a href=\"https://ssanner.github.io/papers/anu/Sanner_Scott_P_200803_PhD_thesis.pdf\"\n     onclick=\"log_download('sanner-firstorderdecisiontheoreticplanninginstructuredrelationalenvironments-2008', 'https://ssanner.github.io/papers/anu/Sanner_Scott_P_200803_PhD_thesis.pdf', event.ctrlKey, event)\">\n    <img src=\"//bibbase.org/img/filetypes/pdf.svg\"\n\t     alt=\"First-order Decision-theoretic Planning in Structured Relational Environments [pdf]\"\n       title=\" paper\"\n\t     class=\"bibbase_icon\"\n         ><span class=\"bibbase_icon_text\"> paper</span></a>\n  &nbsp;\n  \n\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/sanner-firstorderdecisiontheoreticplanninginstructuredrelationalenvironments-2008\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n  &nbsp;\n  <span class=\"bibbase_stats_paper\" style=\"color: #777;\">\n    <span>10 downloads</span>\n  </span>\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('sanner-firstorderdecisiontheoreticplanninginstructuredrelationalenvironments-2008')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@phdthesis{sanner:phd,\n    author = &quot;S. Sanner&quot;,\n    title = &quot;{First-order Decision-theoretic Planning in Structured Relational Environments}&quot;,\n    school = &quot;University of Toronto, Toronto, ON, Canada&quot;,\n    month = &quot;March&quot;,\n    year = &quot;2008&quot;,\n    url_paper = {https://ssanner.github.io/papers/anu/Sanner_Scott_P_200803_PhD_thesis.pdf}\n}\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n\n\n\n    </div>\n  </div>\n\n  <div class=\"bibbase_group_whole\" id=\"group_2007\">\n    <div class=\"bibbase_group\"\n      onclick=\"toggleGroup('group_2007')\"\n      onkeypress=\"toggleGroup('group_2007')\"\n      tabindex=\"0\">\n      <i class=\"fa fa-angle-down bibbase_group_head_icon\"></i>&nbsp;\n      <span>2007</span>\n      <span class=\"bibbase_group_count\">\n        \n        (2)\n        \n      </span>\n    </div>\n    <div class=\"bibbase_group_body\">\n      \n  \n  <div class=\"bibbase_paper\" id=\"sanner-boutilier-approximatesolutiontechniquesforfactoredfirstordermdps-2007\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  <a href=\"https://ssanner.github.io/papers/anu/icaps07.pdf\"\n     onclick=\"return trackOutboundLink('publications', 'click', 'sanner-boutilier-approximatesolutiontechniquesforfactoredfirstordermdps-2007', 'https://ssanner.github.io/papers/anu/icaps07.pdf', event);\">\n    Approximate solution techniques for factored first-order MDPs.\n  </a>\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  <a class=\"bibbase author link\" href=\"https://d3m.mie.utoronto.ca/publications/\">Sanner, S.</a>;  and Boutilier, C.\n</span>\n\n  \n\n</span>\n\n  In <i>Proceedings of the 17th Conference on Automated Planning and Scheduling (ICAPS-07)</i>,  2007. \n  <span class=\"note\"></span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n  <a href=\"https://ssanner.github.io/papers/anu/icaps07.pdf\"\n     onclick=\"log_download('sanner-boutilier-approximatesolutiontechniquesforfactoredfirstordermdps-2007', 'https://ssanner.github.io/papers/anu/icaps07.pdf', event.ctrlKey, event)\">\n    <img src=\"//bibbase.org/img/filetypes/pdf.svg\"\n\t     alt=\"Approximate solution techniques for factored first-order MDPs [pdf]\"\n       title=\" paper\"\n\t     class=\"bibbase_icon\"\n         ><span class=\"bibbase_icon_text\"> paper</span></a>\n  &nbsp;\n  \n\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/sanner-boutilier-approximatesolutiontechniquesforfactoredfirstordermdps-2007\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n  &nbsp;\n  <span class=\"bibbase_stats_paper\" style=\"color: #777;\">\n    <span>1 download</span>\n  </span>\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('sanner-boutilier-approximatesolutiontechniquesforfactoredfirstordermdps-2007')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@inproceedings{sanner:icaps07,\nauthor = &quot;S. Sanner and C. Boutilier&quot;,\nyear = &quot;2007&quot;,\ntitle = &quot;Approximate solution techniques for factored first-order {MDP}s&quot;,\nbooktitle = &quot;Proceedings of the 17th Conference on Automated Planning and Scheduling ({ICAPS-07})&quot;,\n  url_paper = {https://ssanner.github.io/papers/anu/icaps07.pdf}\n}\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n  <div class=\"bibbase_paper\" id=\"sanner-graepel-herbrich-minka-learningcrfswithhierarchicalfeaturesanapplicationtothegameofgo-2007\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  <a href=\"https://ssanner.github.io/papers/anu/crfgo.pdf\"\n     onclick=\"return trackOutboundLink('publications', 'click', 'sanner-graepel-herbrich-minka-learningcrfswithhierarchicalfeaturesanapplicationtothegameofgo-2007', 'https://ssanner.github.io/papers/anu/crfgo.pdf', event);\">\n    Learning CRFs with hierarchical features: An application to the game of Go.\n  </a>\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  <a class=\"bibbase author link\" href=\"https://d3m.mie.utoronto.ca/publications/\">Sanner, S.</a>; Graepel, T.; Herbrich, R.;  and Minka, T.\n</span>\n\n  \n\n</span>\n\n  In <i>Proceedings of the Workshop on Constrained Optimization and Structured Output Spaces (WCSOS-07)</i>,  2007. \n  <span class=\"note\"></span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n  <a href=\"https://ssanner.github.io/papers/anu/crfgo.pdf\"\n     onclick=\"log_download('sanner-graepel-herbrich-minka-learningcrfswithhierarchicalfeaturesanapplicationtothegameofgo-2007', 'https://ssanner.github.io/papers/anu/crfgo.pdf', event.ctrlKey, event)\">\n    <img src=\"//bibbase.org/img/filetypes/pdf.svg\"\n\t     alt=\"Learning CRFs with hierarchical features: An application to the game of Go [pdf]\"\n       title=\" paper\"\n\t     class=\"bibbase_icon\"\n         ><span class=\"bibbase_icon_text\"> paper</span></a>\n  &nbsp;\n  \n\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/sanner-graepel-herbrich-minka-learningcrfswithhierarchicalfeaturesanapplicationtothegameofgo-2007\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n  &nbsp;\n  <span class=\"bibbase_stats_paper\" style=\"color: #777;\">\n    <span>4 downloads</span>\n  </span>\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('sanner-graepel-herbrich-minka-learningcrfswithhierarchicalfeaturesanapplicationtothegameofgo-2007')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@inproceedings{sanner:icml07, \nauthor = &quot;S. Sanner and T. Graepel and R. Herbrich and T. Minka&quot;,\nyear = &quot;2007&quot;,\ntitle = &quot;Learning {CRF}s with hierarchical features: An application to the game of Go&quot;,\nbooktitle = &quot;Proceedings of the Workshop on Constrained Optimization and Structured Output Spaces ({WCSOS-07})&quot;,\n  url_paper = {https://ssanner.github.io/papers/anu/crfgo.pdf}\n}\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n\n\n\n    </div>\n  </div>\n\n  <div class=\"bibbase_group_whole\" id=\"group_2006\">\n    <div class=\"bibbase_group\"\n      onclick=\"toggleGroup('group_2006')\"\n      onkeypress=\"toggleGroup('group_2006')\"\n      tabindex=\"0\">\n      <i class=\"fa fa-angle-down bibbase_group_head_icon\"></i>&nbsp;\n      <span>2006</span>\n      <span class=\"bibbase_group_count\">\n        \n        (3)\n        \n      </span>\n    </div>\n    <div class=\"bibbase_group_body\">\n      \n  \n  <div class=\"bibbase_paper\" id=\"sanner-boutilier-practicallinearvalueapproximationtechniquesforfirstordermdps-2006\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  <a href=\"https://ssanner.github.io/papers/anu/uai06.pdf\"\n     onclick=\"return trackOutboundLink('publications', 'click', 'sanner-boutilier-practicallinearvalueapproximationtechniquesforfirstordermdps-2006', 'https://ssanner.github.io/papers/anu/uai06.pdf', event);\">\n    Practical linear value-approximation techniques for first-order MDPs.\n  </a>\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  <a class=\"bibbase author link\" href=\"https://d3m.mie.utoronto.ca/publications/\">Sanner, S.</a>;  and Boutilier, C.\n</span>\n\n  \n\n</span>\n\n  In <i>Proceedings of the 22nd Conference on Uncertainty in AI (UAI-06)</i>,  2006. \n  <span class=\"note\"></span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n  <a href=\"https://ssanner.github.io/papers/anu/uai06.pdf\"\n     onclick=\"log_download('sanner-boutilier-practicallinearvalueapproximationtechniquesforfirstordermdps-2006', 'https://ssanner.github.io/papers/anu/uai06.pdf', event.ctrlKey, event)\">\n    <img src=\"//bibbase.org/img/filetypes/pdf.svg\"\n\t     alt=\"Practical linear value-approximation techniques for first-order MDPs [pdf]\"\n       title=\" paper\"\n\t     class=\"bibbase_icon\"\n         ><span class=\"bibbase_icon_text\"> paper</span></a>\n  &nbsp;\n  \n\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/sanner-boutilier-practicallinearvalueapproximationtechniquesforfirstordermdps-2006\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n  &nbsp;\n  <span class=\"bibbase_stats_paper\" style=\"color: #777;\">\n    <span>1 download</span>\n  </span>\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('sanner-boutilier-practicallinearvalueapproximationtechniquesforfirstordermdps-2006')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@inproceedings{sanner:uai06,\nauthor = &quot;S. Sanner and C. Boutilier&quot;,\nyear = &quot;2006&quot;,\ntitle = &quot;Practical linear value-approximation techniques for first-order {MDP}s&quot;,\nbooktitle = &quot;Proceedings of the 22nd Conference on Uncertainty in AI ({UAI-06})&quot;,\n  url_paper = {https://ssanner.github.io/papers/anu/uai06.pdf}\n}\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n  <div class=\"bibbase_paper\" id=\"sanner-mcilraith-anorderedtheoryresolutioncalculusforhybridreasoninginfirstorderextensionsofdescriptionlogic-2006\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  <a href=\"https://ssanner.github.io/papers/anu/dlfol_kr06.pdf\"\n     onclick=\"return trackOutboundLink('publications', 'click', 'sanner-mcilraith-anorderedtheoryresolutioncalculusforhybridreasoninginfirstorderextensionsofdescriptionlogic-2006', 'https://ssanner.github.io/papers/anu/dlfol_kr06.pdf', event);\">\n    An ordered theory resolution calculus for hybrid reasoning in first-order extensions of description logic.\n  </a>\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  <a class=\"bibbase author link\" href=\"https://d3m.mie.utoronto.ca/publications/\">Sanner, S.</a>;  and <a class=\"bibbase author link\" href=\"https://www.cs.toronto.edu/~sheila/publications/index.html\">McIlraith, S.</a>\n</span>\n\n  \n\n</span>\n\n  In <i>Proceedings of the 10th International Conference on Principles of Knowledge Representation and Reasoning (KR-06)</i>,  2006. \n  <span class=\"note\"></span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n  <a href=\"https://ssanner.github.io/papers/anu/dlfol_kr06.pdf\"\n     onclick=\"log_download('sanner-mcilraith-anorderedtheoryresolutioncalculusforhybridreasoninginfirstorderextensionsofdescriptionlogic-2006', 'https://ssanner.github.io/papers/anu/dlfol_kr06.pdf', event.ctrlKey, event)\">\n    <img src=\"//bibbase.org/img/filetypes/pdf.svg\"\n\t     alt=\"An ordered theory resolution calculus for hybrid reasoning in first-order extensions of description logic [pdf]\"\n       title=\" paper\"\n\t     class=\"bibbase_icon\"\n         ><span class=\"bibbase_icon_text\"> paper</span></a>\n  &nbsp;\n  \n\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/sanner-mcilraith-anorderedtheoryresolutioncalculusforhybridreasoninginfirstorderextensionsofdescriptionlogic-2006\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n  &nbsp;\n  <span class=\"bibbase_stats_paper\" style=\"color: #777;\">\n    <span>13 downloads</span>\n  </span>\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('sanner-mcilraith-anorderedtheoryresolutioncalculusforhybridreasoninginfirstorderextensionsofdescriptionlogic-2006')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@inproceedings{sanner:kr06,\nauthor = &quot;S. Sanner and S. McIlraith&quot;,\nyear = &quot;2006&quot;,\ntitle = &quot;An ordered theory resolution calculus for hybrid reasoning in first-order extensions of description logic&quot;,\nbooktitle = &quot;Proceedings of the 10th International Conference on Principles of Knowledge Representation and Reasoning ({KR-06})&quot;,\n  url_paper = {https://ssanner.github.io/papers/anu/dlfol_kr06.pdf}\n}\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n  <div class=\"bibbase_paper\" id=\"sanner-onlinefeaturediscoveryinrelationalreinforcementlearning-2006\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  <a href=\"https://ssanner.github.io/papers/anu/icml06_srl_ws.pdf\"\n     onclick=\"return trackOutboundLink('publications', 'click', 'sanner-onlinefeaturediscoveryinrelationalreinforcementlearning-2006', 'https://ssanner.github.io/papers/anu/icml06_srl_ws.pdf', event);\">\n    Online feature discovery in relational reinforcement learning.\n  </a>\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  <a class=\"bibbase author link\" href=\"https://d3m.mie.utoronto.ca/publications/\">Sanner, S.</a>\n</span>\n\n  \n\n</span>\n\n  In <i>Proceedings of the Open Problems in Statistical Relational Learning Workshop (SRL-06)</i>,  2006. \n  <span class=\"note\"></span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n  <a href=\"https://ssanner.github.io/papers/anu/icml06_srl_ws.pdf\"\n     onclick=\"log_download('sanner-onlinefeaturediscoveryinrelationalreinforcementlearning-2006', 'https://ssanner.github.io/papers/anu/icml06_srl_ws.pdf', event.ctrlKey, event)\">\n    <img src=\"//bibbase.org/img/filetypes/pdf.svg\"\n\t     alt=\"Online feature discovery in relational reinforcement learning [pdf]\"\n       title=\" paper\"\n\t     class=\"bibbase_icon\"\n         ><span class=\"bibbase_icon_text\"> paper</span></a>\n  &nbsp;\n  \n\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/sanner-onlinefeaturediscoveryinrelationalreinforcementlearning-2006\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n  &nbsp;\n  <span class=\"bibbase_stats_paper\" style=\"color: #777;\">\n    <span>2 downloads</span>\n  </span>\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('sanner-onlinefeaturediscoveryinrelationalreinforcementlearning-2006')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@inproceedings{sanner:srl06,\nauthor = &quot;S. Sanner&quot;,\nyear = &quot;2006&quot;,\ntitle = &quot;Online feature discovery in relational reinforcement learning&quot;,\nbooktitle = &quot;Proceedings of the Open Problems in Statistical Relational Learning Workshop ({SRL-06})&quot;,\n  url_paper = {https://ssanner.github.io/papers/anu/icml06_srl_ws.pdf}\n}\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n\n\n\n    </div>\n  </div>\n\n  <div class=\"bibbase_group_whole\" id=\"group_2005\">\n    <div class=\"bibbase_group\"\n      onclick=\"toggleGroup('group_2005')\"\n      onkeypress=\"toggleGroup('group_2005')\"\n      tabindex=\"0\">\n      <i class=\"fa fa-angle-down bibbase_group_head_icon\"></i>&nbsp;\n      <span>2005</span>\n      <span class=\"bibbase_group_count\">\n        \n        (4)\n        \n      </span>\n    </div>\n    <div class=\"bibbase_group_body\">\n      \n  \n  <div class=\"bibbase_paper\" id=\"sanner-mcallester-affinealgebraicdecisiondiagramsaaddsandtheirapplicationtostructuredprobabilisticinference-2005\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  <a href=\"https://ssanner.github.io/papers/anu/aadd.pdf\"\n     onclick=\"return trackOutboundLink('publications', 'click', 'sanner-mcallester-affinealgebraicdecisiondiagramsaaddsandtheirapplicationtostructuredprobabilisticinference-2005', 'https://ssanner.github.io/papers/anu/aadd.pdf', event);\">\n    Affine algebraic decision diagrams (AADDs) and their application to structured probabilistic inference.\n  </a>\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  <a class=\"bibbase author link\" href=\"https://d3m.mie.utoronto.ca/publications/\">Sanner, S.</a>;  and McAllester, D.\n</span>\n\n  \n\n</span>\n\n  In <i>Proceedings of the 19th International Joint Conference on AI (IJCAI-05)</i>,  2005. \n  <span class=\"note\"></span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n  <a href=\"https://ssanner.github.io/papers/anu/aadd.pdf\"\n     onclick=\"log_download('sanner-mcallester-affinealgebraicdecisiondiagramsaaddsandtheirapplicationtostructuredprobabilisticinference-2005', 'https://ssanner.github.io/papers/anu/aadd.pdf', event.ctrlKey, event)\">\n    <img src=\"//bibbase.org/img/filetypes/pdf.svg\"\n\t     alt=\"Affine algebraic decision diagrams (AADDs) and their application to structured probabilistic inference [pdf]\"\n       title=\" paper\"\n\t     class=\"bibbase_icon\"\n         ><span class=\"bibbase_icon_text\"> paper</span></a>\n  &nbsp;\n  \n\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/sanner-mcallester-affinealgebraicdecisiondiagramsaaddsandtheirapplicationtostructuredprobabilisticinference-2005\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n  &nbsp;\n  <span class=\"bibbase_stats_paper\" style=\"color: #777;\">\n    <span>3 downloads</span>\n  </span>\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('sanner-mcallester-affinealgebraicdecisiondiagramsaaddsandtheirapplicationtostructuredprobabilisticinference-2005')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@inproceedings{sanner:ijcai05,\nauthor = &quot;S. Sanner and D. McAllester&quot;,\nyear = &quot;2005&quot;,\ntitle = &quot;Affine algebraic decision diagrams ({AADD}s) and their application to structured probabilistic inference&quot;,\nbooktitle = &quot;Proceedings of the 19th International Joint Conference on {AI} ({IJCAI-05})&quot;,\n  url_paper = {https://ssanner.github.io/papers/anu/aadd.pdf}\n}\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n  <div class=\"bibbase_paper\" id=\"sanner-boutilier-approximatelinearprogrammingforfirstordermdps-2005\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  <a href=\"https://ssanner.github.io/papers/anu/uai05.pdf\"\n     onclick=\"return trackOutboundLink('publications', 'click', 'sanner-boutilier-approximatelinearprogrammingforfirstordermdps-2005', 'https://ssanner.github.io/papers/anu/uai05.pdf', event);\">\n    Approximate linear programming for first-order MDPs.\n  </a>\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  <a class=\"bibbase author link\" href=\"https://d3m.mie.utoronto.ca/publications/\">Sanner, S.</a>;  and Boutilier, C.\n</span>\n\n  \n\n</span>\n\n  In <i>Proceedings of the 21st Conference on Uncertainty in AI (UAI-05)</i>,  2005. \n  <span class=\"note\"></span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n  <a href=\"https://ssanner.github.io/papers/anu/uai05.pdf\"\n     onclick=\"log_download('sanner-boutilier-approximatelinearprogrammingforfirstordermdps-2005', 'https://ssanner.github.io/papers/anu/uai05.pdf', event.ctrlKey, event)\">\n    <img src=\"//bibbase.org/img/filetypes/pdf.svg\"\n\t     alt=\"Approximate linear programming for first-order MDPs [pdf]\"\n       title=\" paper\"\n\t     class=\"bibbase_icon\"\n         ><span class=\"bibbase_icon_text\"> paper</span></a>\n  &nbsp;\n  \n\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/sanner-boutilier-approximatelinearprogrammingforfirstordermdps-2005\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n  &nbsp;\n  <span class=\"bibbase_stats_paper\" style=\"color: #777;\">\n    <span>2 downloads</span>\n  </span>\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('sanner-boutilier-approximatelinearprogrammingforfirstordermdps-2005')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@inproceedings{sanner:uai05,\nauthor = &quot;S. Sanner and C. Boutilier&quot;,\nyear = &quot;2005&quot;,\ntitle = &quot;Approximate linear programming for first-order {MDP}s&quot;,\nbooktitle = &quot;Proceedings of the 21st Conference on Uncertainty in {AI} ({UAI-05})&quot;,\n  url_paper = {https://ssanner.github.io/papers/anu/uai05.pdf}\n}\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n  <div class=\"bibbase_paper\" id=\"sanner-simultaneouslearningofstructureandvalueinrelationalreinforcementlearning-2005\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  <a href=\"https://ssanner.github.io/papers/anu/icml05_ws.pdf\"\n     onclick=\"return trackOutboundLink('publications', 'click', 'sanner-simultaneouslearningofstructureandvalueinrelationalreinforcementlearning-2005', 'https://ssanner.github.io/papers/anu/icml05_ws.pdf', event);\">\n    Simultaneous learning of structure and value in relational reinforcement learning.\n  </a>\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  <a class=\"bibbase author link\" href=\"https://d3m.mie.utoronto.ca/publications/\">Sanner, S.</a>\n</span>\n\n  \n\n</span>\n\n  In <i>Proceedings of the Rich Representations for Relational Reinforcement Learning Workshop (RRfRL-05)</i>,  2005. \n  <span class=\"note\"></span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n  <a href=\"https://ssanner.github.io/papers/anu/icml05_ws.pdf\"\n     onclick=\"log_download('sanner-simultaneouslearningofstructureandvalueinrelationalreinforcementlearning-2005', 'https://ssanner.github.io/papers/anu/icml05_ws.pdf', event.ctrlKey, event)\">\n    <img src=\"//bibbase.org/img/filetypes/pdf.svg\"\n\t     alt=\"Simultaneous learning of structure and value in relational reinforcement learning [pdf]\"\n       title=\" paper\"\n\t     class=\"bibbase_icon\"\n         ><span class=\"bibbase_icon_text\"> paper</span></a>\n  &nbsp;\n  \n\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/sanner-simultaneouslearningofstructureandvalueinrelationalreinforcementlearning-2005\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n  &nbsp;\n  <span class=\"bibbase_stats_paper\" style=\"color: #777;\">\n    <span>2 downloads</span>\n  </span>\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('sanner-simultaneouslearningofstructureandvalueinrelationalreinforcementlearning-2005')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@inproceedings{sanner:rrfrl05,\nauthor = &quot;S. Sanner&quot;, \nyear = &quot;2005&quot;,\ntitle = &quot;Simultaneous learning of structure and value in relational reinforcement learning&quot;,\nbooktitle = &quot;Proceedings of the Rich Representations for Relational Reinforcement Learning Workshop ({RRfRL-05})&quot;,\n  url_paper = {https://ssanner.github.io/papers/anu/icml05_ws.pdf}\n}\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n  <div class=\"bibbase_paper\" id=\"sanner-futuredirectionsforfirstorderdecisiontheoreticplanning-2005\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  <a href=\"https://ssanner.github.io/papers/anu/research_prop.pdf\"\n     onclick=\"return trackOutboundLink('publications', 'click', 'sanner-futuredirectionsforfirstorderdecisiontheoreticplanning-2005', 'https://ssanner.github.io/papers/anu/research_prop.pdf', event);\">\n    Future directions for first-order decision-theoretic planning.\n  </a>\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  <a class=\"bibbase author link\" href=\"https://d3m.mie.utoronto.ca/publications/\">Sanner, S.</a>\n</span>\n\n  \n\n</span>\n\n  Technical Report University of Toronto,  2005.\n  <span class=\"note\"></span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n  <a href=\"https://ssanner.github.io/papers/anu/research_prop.pdf\"\n     onclick=\"log_download('sanner-futuredirectionsforfirstorderdecisiontheoreticplanning-2005', 'https://ssanner.github.io/papers/anu/research_prop.pdf', event.ctrlKey, event)\">\n    <img src=\"//bibbase.org/img/filetypes/pdf.svg\"\n\t     alt=\"Future directions for first-order decision-theoretic planning [pdf]\"\n       title=\" paper\"\n\t     class=\"bibbase_icon\"\n         ><span class=\"bibbase_icon_text\"> paper</span></a>\n  &nbsp;\n  \n\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/sanner-futuredirectionsforfirstorderdecisiontheoreticplanning-2005\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n  &nbsp;\n  <span class=\"bibbase_stats_paper\" style=\"color: #777;\">\n    <span>1 download</span>\n  </span>\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('sanner-futuredirectionsforfirstorderdecisiontheoreticplanning-2005')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@techreport{sanner:rp05,\nauthor = &quot;S. Sanner&quot;,\nyear = &quot;2005&quot;,\ntitle = &quot;Future directions for first-order decision-theoretic planning&quot;,\ninstitution = &quot;University of Toronto&quot;,\ntype = &quot;{Research Proposal}&quot;,\n  url_paper = {https://ssanner.github.io/papers/anu/research_prop.pdf}\n}\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n\n\n\n    </div>\n  </div>\n\n  <div class=\"bibbase_group_whole\" id=\"group_2004\">\n    <div class=\"bibbase_group\"\n      onclick=\"toggleGroup('group_2004')\"\n      onkeypress=\"toggleGroup('group_2004')\"\n      tabindex=\"0\">\n      <i class=\"fa fa-angle-down bibbase_group_head_icon\"></i>&nbsp;\n      <span>2004</span>\n      <span class=\"bibbase_group_count\">\n        \n        (2)\n        \n      </span>\n    </div>\n    <div class=\"bibbase_group_body\">\n      \n  \n  <div class=\"bibbase_paper\" id=\"sanner-relationalandfirstorderdecisiontheoreticplanningfoundationsandfuturedirections-2004\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  <a href=\"https://ssanner.github.io/papers/anu/sanner-depth.pdf\"\n     onclick=\"return trackOutboundLink('publications', 'click', 'sanner-relationalandfirstorderdecisiontheoreticplanningfoundationsandfuturedirections-2004', 'https://ssanner.github.io/papers/anu/sanner-depth.pdf', event);\">\n    Relational and first-order decision-theoretic planning: Foundations and future directions.\n  </a>\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  <a class=\"bibbase author link\" href=\"https://d3m.mie.utoronto.ca/publications/\">Sanner, S.</a>\n</span>\n\n  \n\n</span>\n\n  Technical Report University of Toronto,  2004.\n  <span class=\"note\"></span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n  <a href=\"https://ssanner.github.io/papers/anu/sanner-depth.pdf\"\n     onclick=\"log_download('sanner-relationalandfirstorderdecisiontheoreticplanningfoundationsandfuturedirections-2004', 'https://ssanner.github.io/papers/anu/sanner-depth.pdf', event.ctrlKey, event)\">\n    <img src=\"//bibbase.org/img/filetypes/pdf.svg\"\n\t     alt=\"Relational and first-order decision-theoretic planning: Foundations and future directions [pdf]\"\n       title=\" paper\"\n\t     class=\"bibbase_icon\"\n         ><span class=\"bibbase_icon_text\"> paper</span></a>\n  &nbsp;\n  \n\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/sanner-relationalandfirstorderdecisiontheoreticplanningfoundationsandfuturedirections-2004\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n  &nbsp;\n  <span class=\"bibbase_stats_paper\" style=\"color: #777;\">\n    <span>20 downloads</span>\n  </span>\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('sanner-relationalandfirstorderdecisiontheoreticplanningfoundationsandfuturedirections-2004')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@techreport{sanner:dr04,\nauthor = &quot;S. Sanner&quot;,\nyear = &quot;2004&quot;,\ntitle = &quot;Relational and first-order decision-theoretic planning: Foundations and future directions&quot;,\ntype = &quot;{Depth Report}&quot;,\ninstitution = &quot;University of Toronto&quot;,\n  url_paper = {https://ssanner.github.io/papers/anu/sanner-depth.pdf}\n}\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n  <div class=\"bibbase_paper\" id=\"sanner-refutationcompletebinarydecisiondiagrams-2004\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  <a href=\"https://ssanner.github.io/papers/anu/rcbdd.pdf\"\n     onclick=\"return trackOutboundLink('publications', 'click', 'sanner-refutationcompletebinarydecisiondiagrams-2004', 'https://ssanner.github.io/papers/anu/rcbdd.pdf', event);\">\n    Refutation-complete binary decision diagrams.\n  </a>\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  <a class=\"bibbase author link\" href=\"https://d3m.mie.utoronto.ca/publications/\">Sanner, S.</a>\n</span>\n\n  \n\n</span>\n\n  Technical Report University of Toronto,  2004.\n  <span class=\"note\"></span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n  <a href=\"https://ssanner.github.io/papers/anu/rcbdd.pdf\"\n     onclick=\"log_download('sanner-refutationcompletebinarydecisiondiagrams-2004', 'https://ssanner.github.io/papers/anu/rcbdd.pdf', event.ctrlKey, event)\">\n    <img src=\"//bibbase.org/img/filetypes/pdf.svg\"\n\t     alt=\"Refutation-complete binary decision diagrams [pdf]\"\n       title=\" paper\"\n\t     class=\"bibbase_icon\"\n         ><span class=\"bibbase_icon_text\"> paper</span></a>\n  &nbsp;\n  \n\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/sanner-refutationcompletebinarydecisiondiagrams-2004\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n  &nbsp;\n  <span class=\"bibbase_stats_paper\" style=\"color: #777;\">\n    <span>4 downloads</span>\n  </span>\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('sanner-refutationcompletebinarydecisiondiagrams-2004')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@techreport{sanner:unpub04, \nauthor = &quot;S. Sanner&quot;,\nyear = &quot;2004&quot;,\ntitle = &quot;Refutation-complete binary decision diagrams&quot;,\ntype = &quot;{Unpublished Manuscript}&quot;,\ninstitution = &quot;University of Toronto&quot;,\n  url_paper = {https://ssanner.github.io/papers/anu/rcbdd.pdf}\n}\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n\n\n\n    </div>\n  </div>\n\n  <div class=\"bibbase_group_whole\" id=\"group_2003\">\n    <div class=\"bibbase_group\"\n      onclick=\"toggleGroup('group_2003')\"\n      onkeypress=\"toggleGroup('group_2003')\"\n      tabindex=\"0\">\n      <i class=\"fa fa-angle-down bibbase_group_head_icon\"></i>&nbsp;\n      <span>2003</span>\n      <span class=\"bibbase_group_count\">\n        \n        (1)\n        \n      </span>\n    </div>\n    <div class=\"bibbase_group_body\">\n      \n  \n  <div class=\"bibbase_paper\" id=\"sanner-towardspracticaltaxonomicclassificationfordescriptionlogicsonthesemanticweb-2003\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  <a href=\"https://ssanner.github.io/papers/anu/ksl0301.pdf\"\n     onclick=\"return trackOutboundLink('publications', 'click', 'sanner-towardspracticaltaxonomicclassificationfordescriptionlogicsonthesemanticweb-2003', 'https://ssanner.github.io/papers/anu/ksl0301.pdf', event);\">\n    Towards practical taxonomic classification for description logics on the Semantic Web.\n  </a>\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  <a class=\"bibbase author link\" href=\"https://d3m.mie.utoronto.ca/publications/\">Sanner, S.</a>\n</span>\n\n  \n\n</span>\n\n  Technical Report KSL-03-06, Stanford University, Knowledge Systems Lab,  2003.\n  <span class=\"note\"></span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n  <a href=\"https://ssanner.github.io/papers/anu/ksl0301.pdf\"\n     onclick=\"log_download('sanner-towardspracticaltaxonomicclassificationfordescriptionlogicsonthesemanticweb-2003', 'https://ssanner.github.io/papers/anu/ksl0301.pdf', event.ctrlKey, event)\">\n    <img src=\"//bibbase.org/img/filetypes/pdf.svg\"\n\t     alt=\"Towards practical taxonomic classification for description logics on the Semantic Web [pdf]\"\n       title=\" paper\"\n\t     class=\"bibbase_icon\"\n         ><span class=\"bibbase_icon_text\"> paper</span></a>\n  &nbsp;\n  \n\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/sanner-towardspracticaltaxonomicclassificationfordescriptionlogicsonthesemanticweb-2003\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n  &nbsp;\n  <span class=\"bibbase_stats_paper\" style=\"color: #777;\">\n    <span>5 downloads</span>\n  </span>\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('sanner-towardspracticaltaxonomicclassificationfordescriptionlogicsonthesemanticweb-2003')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@techreport{sanner:tr03,\nauthor = &quot;S. Sanner&quot;,\nyear = &quot;2003&quot;,\ntitle = &quot;Towards practical taxonomic classification for description logics on the {Semantic Web}&quot;,\ntype = &quot;{Technical Report}&quot;, \ninstitution = &quot;Stanford University, Knowledge Systems Lab&quot;,\nnumber = &quot;KSL-03-06&quot;,\n  url_paper = {https://ssanner.github.io/papers/anu/ksl0301.pdf}\n}\n</pre>\n</div>\n\n\n\n</div>\n\n\n\n\n\n    </div>\n  </div>\n\n  <div class=\"bibbase_group_whole\" id=\"group_2002\">\n    <div class=\"bibbase_group\"\n      onclick=\"toggleGroup('group_2002')\"\n      onkeypress=\"toggleGroup('group_2002')\"\n      tabindex=\"0\">\n      <i class=\"fa fa-angle-down bibbase_group_head_icon\"></i>&nbsp;\n      <span>2002</span>\n      <span class=\"bibbase_group_count\">\n        \n        (2)\n        \n      </span>\n    </div>\n    <div class=\"bibbase_group_body\">\n      \n  \n  <div class=\"bibbase_paper\" id=\"anguelov-biswas-koller-limketkai-sanner-thrun-learninghierarchicalobjectmapsofnonstationaryenvironmentswithmobilerobots-2002\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  <a href=\"https://ssanner.github.io/papers/anu/anguelov.uai02.pdf\"\n     onclick=\"return trackOutboundLink('publications', 'click', 'anguelov-biswas-koller-limketkai-sanner-thrun-learninghierarchicalobjectmapsofnonstationaryenvironmentswithmobilerobots-2002', 'https://ssanner.github.io/papers/anu/anguelov.uai02.pdf', event);\">\n    Learning hierarchical object maps of non-stationary environments with mobile robots.\n  </a>\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  Anguelov, D.; Biswas, R.; Koller, D.; Limketkai, B.; <a class=\"bibbase author link\" href=\"https://d3m.mie.utoronto.ca/publications/\">Sanner, S.</a>;  and Thrun, S.\n</span>\n\n  \n\n</span>\n\n  In <i>Proceedings of the 18th Conference on Uncertainty in AI (UAI-02)</i>,  2002. \n  <span class=\"note\"></span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n  <a href=\"https://ssanner.github.io/papers/anu/anguelov.uai02.pdf\"\n     onclick=\"log_download('anguelov-biswas-koller-limketkai-sanner-thrun-learninghierarchicalobjectmapsofnonstationaryenvironmentswithmobilerobots-2002', 'https://ssanner.github.io/papers/anu/anguelov.uai02.pdf', event.ctrlKey, event)\">\n    <img src=\"//bibbase.org/img/filetypes/pdf.svg\"\n\t     alt=\"Learning hierarchical object maps of non-stationary environments with mobile robots [pdf]\"\n       title=\" paper\"\n\t     class=\"bibbase_icon\"\n         ><span class=\"bibbase_icon_text\"> paper</span></a>\n  &nbsp;\n  \n\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/anguelov-biswas-koller-limketkai-sanner-thrun-learninghierarchicalobjectmapsofnonstationaryenvironmentswithmobilerobots-2002\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n  &nbsp;\n  <span class=\"bibbase_stats_paper\" style=\"color: #777;\">\n    <span>2 downloads</span>\n  </span>\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('anguelov-biswas-koller-limketkai-sanner-thrun-learninghierarchicalobjectmapsofnonstationaryenvironmentswithmobilerobots-2002')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@inproceedings{sanner:uai02,\nauthor = &quot;D. Anguelov and R. Biswas and D. Koller and B. Limketkai and S. Sanner and S. Thrun&quot;,\nyear = &quot;2002&quot;,\ntitle = &quot;Learning hierarchical object maps of non-stationary environments with mobile robots&quot;,\nbooktitle = &quot;Proceedings of the 18th Conference on Uncertainty in {AI} ({UAI-02})&quot;,\n  url_paper = {https://ssanner.github.io/papers/anu/anguelov.uai02.pdf}\n}\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n  <div class=\"bibbase_paper\" id=\"biswas-limketkai-sanner-thrun-towardsobjectmappingindynamicenvironmentswithmobilerobots-2002\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  <a href=\"https://ssanner.github.io/papers/anu/biswas.objects02.pdf\"\n     onclick=\"return trackOutboundLink('publications', 'click', 'biswas-limketkai-sanner-thrun-towardsobjectmappingindynamicenvironmentswithmobilerobots-2002', 'https://ssanner.github.io/papers/anu/biswas.objects02.pdf', event);\">\n    Towards object mapping in dynamic environments with mobile robots.\n  </a>\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  Biswas, R.; Limketkai, B.; <a class=\"bibbase author link\" href=\"https://d3m.mie.utoronto.ca/publications/\">Sanner, S.</a>;  and Thrun, S.\n</span>\n\n  \n\n</span>\n\n  In <i>Proceedings of the Conference on Intelligent Robots and Systems (IROS-02)</i>,  2002. \n  <span class=\"note\"></span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n  <a href=\"https://ssanner.github.io/papers/anu/biswas.objects02.pdf\"\n     onclick=\"log_download('biswas-limketkai-sanner-thrun-towardsobjectmappingindynamicenvironmentswithmobilerobots-2002', 'https://ssanner.github.io/papers/anu/biswas.objects02.pdf', event.ctrlKey, event)\">\n    <img src=\"//bibbase.org/img/filetypes/pdf.svg\"\n\t     alt=\"Towards object mapping in dynamic environments with mobile robots [pdf]\"\n       title=\" paper\"\n\t     class=\"bibbase_icon\"\n         ><span class=\"bibbase_icon_text\"> paper</span></a>\n  &nbsp;\n  \n\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/biswas-limketkai-sanner-thrun-towardsobjectmappingindynamicenvironmentswithmobilerobots-2002\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('biswas-limketkai-sanner-thrun-towardsobjectmappingindynamicenvironmentswithmobilerobots-2002')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@inproceedings{sanner:iros02,\nauthor = &quot;R. Biswas and B. Limketkai and S. Sanner and S. Thrun&quot;,\nyear = &quot;2002&quot;,\ntitle = &quot;Towards object mapping in dynamic environments with mobile robots&quot;,\nbooktitle = &quot;Proceedings of the Conference on Intelligent Robots and Systems ({IROS-02})&quot;,\n  url_paper = {https://ssanner.github.io/papers/anu/biswas.objects02.pdf}\n}\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n\n\n\n    </div>\n  </div>\n\n  <div class=\"bibbase_group_whole\" id=\"group_2000\">\n    <div class=\"bibbase_group\"\n      onclick=\"toggleGroup('group_2000')\"\n      onkeypress=\"toggleGroup('group_2000')\"\n      tabindex=\"0\">\n      <i class=\"fa fa-angle-down bibbase_group_head_icon\"></i>&nbsp;\n      <span>2000</span>\n      <span class=\"bibbase_group_count\">\n        \n        (1)\n        \n      </span>\n    </div>\n    <div class=\"bibbase_group_body\">\n      \n  \n  <div class=\"bibbase_paper\" id=\"sanner-anderson-lebiere-lovett-achievingefficientandcognitivelyplausiblelearninginbackgammon-2000\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  <a href=\"https://ssanner.github.io/papers/anu/ICML2000.pdf\"\n     onclick=\"return trackOutboundLink('publications', 'click', 'sanner-anderson-lebiere-lovett-achievingefficientandcognitivelyplausiblelearninginbackgammon-2000', 'https://ssanner.github.io/papers/anu/ICML2000.pdf', event);\">\n    Achieving efficient and cognitively plausible learning in backgammon.\n  </a>\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  <a class=\"bibbase author link\" href=\"https://d3m.mie.utoronto.ca/publications/\">Sanner, S.</a>; Anderson, J. R.; Lebiere, C.;  and Lovett, M.\n</span>\n\n  \n\n</span>\n\n  In <i>Proceedings of the 17th International Conference on Machine Learning (ICML-00)</i>,  2000. \n  <span class=\"note\"></span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n  <a href=\"https://ssanner.github.io/papers/anu/ICML2000.pdf\"\n     onclick=\"log_download('sanner-anderson-lebiere-lovett-achievingefficientandcognitivelyplausiblelearninginbackgammon-2000', 'https://ssanner.github.io/papers/anu/ICML2000.pdf', event.ctrlKey, event)\">\n    <img src=\"//bibbase.org/img/filetypes/pdf.svg\"\n\t     alt=\"Achieving efficient and cognitively plausible learning in backgammon [pdf]\"\n       title=\" paper\"\n\t     class=\"bibbase_icon\"\n         ><span class=\"bibbase_icon_text\"> paper</span></a>\n  &nbsp;\n  \n\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/sanner-anderson-lebiere-lovett-achievingefficientandcognitivelyplausiblelearninginbackgammon-2000\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n  &nbsp;\n  <span class=\"bibbase_stats_paper\" style=\"color: #777;\">\n    <span>5 downloads</span>\n  </span>\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('sanner-anderson-lebiere-lovett-achievingefficientandcognitivelyplausiblelearninginbackgammon-2000')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@inproceedings{sanner:icml00,\nauthor = &quot;S. Sanner and J. R. Anderson and C. Lebiere and M. Lovett&quot;,\nyear = &quot;2000&quot;,\ntitle = &quot;Achieving efficient and cognitively plausible learning in backgammon&quot;,\nbooktitle = &quot;Proceedings of the 17th International Conference on Machine Learning ({ICML-00})&quot;,\n  url_paper = {https://ssanner.github.io/papers/anu/ICML2000.pdf}\n}\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n\n\n\n    </div>\n  </div>\n\n\n\n\n  </div>\n\n\n  <!-- Modal -->\n\n  <!-- <iframe id=\"bibbase_network_frame\" -->\n  <!--         src=\"//bibbase.org/network/control\" -->\n  <!--         style=\"display: none;\"> -->\n  <!-- </iframe> -->\n\n</div>\n"}; document.write(bibbase_data.data);