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and Bandits: Learning and its Effects on Market Outcomes\",\"institution\":\"Massachusetts Institute of Technology\",\"year\":\"2006\",\"url_paper\":\"https://cs.gmu.edu/\\\\%7esanmay/papers/phdthesis.pdf\",\"bibtex\":\"@thesis{Das06a,\\nauthor = {Sanmay Das},\\ntitle = {Dealers, Insiders and Bandits: Learning and its Effects on Market Outcomes},\\ntype={Ph.D.},\\ninstitution = {Massachusetts Institute of Technology},\\nyear = \\\"2006\\\",\\nurl_Paper = {https://cs.gmu.edu/\\\\%7esanmay/papers/phdthesis.pdf}\\n}\\n\\n\",\"author_short\":[\"Das, S.\"],\"key\":\"Das06a\",\"id\":\"Das06a\",\"bibbaseid\":\"das-dealersinsidersandbanditslearninganditseffectsonmarketoutcomes-2006\",\"role\":\"author\",\"urls\":{\" paper\":\"https://cs.gmu.edu/\\\\%7esanmay/papers/phdthesis.pdf\"},\"metadata\":{\"authorlinks\":{\"das, s\":\"https://cs.gmu.edu/~sanmay/papers.html\"}},\"downloads\":4,\"html\":\"\"},{\"bibtype\":\"thesis\",\"type\":\"S.M.\",\"author\":[{\"firstnames\":[\"Sanmay\"],\"propositions\":[],\"lastnames\":[\"Das\"],\"suffixes\":[]}],\"title\":\"Intelligent Market-Making in Artificial Financial Markets\",\"institution\":\"Massachusetts Institute of Technology\",\"year\":\"2003\",\"url_paper\":\"https://cs.gmu.edu/\\\\%7esanmay/papers/smthesis.pdf\",\"bibtex\":\"@thesis{Das03a,\\nauthor = {Sanmay Das},\\ntitle = {Intelligent Market-Making in Artificial Financial Markets},\\ninstitution = {Massachusetts Institute of Technology},\\nyear = \\\"2003\\\",\\ntype={S.M.},\\nurl_Paper = {https://cs.gmu.edu/\\\\%7esanmay/papers/smthesis.pdf}\\n}\\n\\n\",\"author_short\":[\"Das, S.\"],\"key\":\"Das03a\",\"id\":\"Das03a\",\"bibbaseid\":\"das-intelligentmarketmakinginartificialfinancialmarkets-2003\",\"role\":\"author\",\"urls\":{\" paper\":\"https://cs.gmu.edu/\\\\%7esanmay/papers/smthesis.pdf\"},\"metadata\":{\"authorlinks\":{\"das, s\":\"https://cs.gmu.edu/~sanmay/papers.html\"}},\"downloads\":4,\"html\":\"\"},{\"bibtype\":\"thesis\",\"type\":\"A.B.\",\"author\":[{\"firstnames\":[\"Sanmay\"],\"propositions\":[],\"lastnames\":[\"Das\"],\"suffixes\":[]}],\"title\":\"Optimal Behavior in Group Environments\",\"institution\":\"Harvard University\",\"year\":\"2001\",\"url_paper\":\"https://cs.gmu.edu/\\\\%7esanmay/papers/uthesis.ps.gz\",\"bibtex\":\"@thesis{Das01b,\\nauthor = {Sanmay Das},\\ntitle = {Optimal Behavior in Group Environments},\\ninstitution = {Harvard University},\\nyear = {2001},\\ntype={A.B.},\\nurl_Paper = {https://cs.gmu.edu/\\\\%7esanmay/papers/uthesis.ps.gz}\\n}\",\"author_short\":[\"Das, S.\"],\"key\":\"Das01b\",\"id\":\"Das01b\",\"bibbaseid\":\"das-optimalbehavioringroupenvironments-2001\",\"role\":\"author\",\"urls\":{\" paper\":\"https://cs.gmu.edu/\\\\%7esanmay/papers/uthesis.ps.gz\"},\"metadata\":{\"authorlinks\":{\"das, s\":\"https://cs.gmu.edu/~sanmay/papers.html\"}},\"downloads\":3,\"html\":\"\"}],\n      metadata: {\"owner\":\"das, s\",\"authorlinks\":{\"das, s\":\"https://cs.gmu.edu/~sanmay/papers.html\"}},\n      ownerID: \"yaXGXoBmwibAZFJdk\"\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=\"sd-pubs-biber.bib\" href=\"data:text/bibtex;base64,@book{Larson:2017:3091125,
 title = {AAMAS '17: Proceedings of the 16th Conference on Autonomous Agents and MultiAgent Systems},
 editor    = {Kate Larson and
               Michael Winikoff and
               Sanmay Das and
               Edmund H. Durfee},
 year = {2017},
 location = {Sao Paulo, Brazil},
 publisher = {International Foundation for Autonomous Agents and Multiagent Systems},
 address = {Richland, SC},
} 



@book{ColDas2012,
  editor    = {Peter Coles and
               Sanmay Das and
               S{\'e}bastien Lahaie and
               Boleslaw K. Szymanski},
  title     = {Auctions, Market Mechanisms, and Their Applications: Selected Papers From the Second International Conference},
  publisher = {Springer},
  series    = {Lecture Notes of the Institute for Computer Sciences, Social
               Informatics and Telecommunications Engineering},
  year      = {2012}
}



@book{DasOst09,
title = {Auctions, Market Mechanisms and Their Applications: Selected Papers From the First International Conference},
editor = {Das, Sanmay and Ostrovsky, Michael and Pennock, David and Szymanski, Boleslaw},
publisher = {Springer},
series    = {Lecture Notes of the Institute for Computer Sciences, Social
               Informatics and Telecommunications Engineering},
year = {2009}
}



@article{kube2023community,
    author = {Kube, Amanda R and Das, Sanmay and Fowler, Patrick J},
    title = {Community- and data-driven homelessness prevention and service delivery: Optimizing for equity},
    journal = {Journal of the American Medical Informatics Association},
    volume = {30},
    number = {6},
    pages = {1032-1041},
    year = {2023},
    month = {04},
    issn = {1527-974X},
    doi = {10.1093/jamia/ocad052},
    url_Paper = {https://doi.org/10.1093/jamia/ocad052},
    keywords     = {AI and Justice, AI and Society, Homelessness}
}



@article{kube2023fair,
  author       = {Amanda R. Kube and
                  Sanmay Das and
                  Patrick J. Fowler},
  title        = {Fair and Efficient Allocation of Scarce Resources Based on Predicted
                  Outcomes: Implications for Homeless Service Delivery},
  journal      = {Journal of Artificial Intelligence Research},
  volume       = {76},
  pages        = {1219--1245},
  year         = {2023},
  url_Paper    = {https://doi.org/10.1613/jair.1.12847},
  doi          = {10.1613/jair.1.12847},
  keywords     = {AI and Justice, AI and Society, Homelessness}
}



@article{babus2023optimal,
  title={The optimal allocation of {COVID-19} vaccines},
  author={Babus, Ana and Das, Sanmay and Lee, SangMok},
  journal={Economics Letters},
  volume={224},
  pages={111008},
  year={2023},
  url_Paper = {https://cs.gmu.edu/\%7esanmay/papers/vac_dist.pdf}
}



@article{das2022all,
  title = {All (Mayoral) Politics is Local?},
  author = {Das, Sanmay and Sinclair, Betsy and Webster, Steven W. and Yan, Hao},
  journal = {The Journal of Politics},
  year = {2022},
  volume = {84},
  number = {2},
  pages = {1021-1034},
  url_Paper = {https://cs.gmu.edu/\%7esanmay/papers/nationalization_mayors.pdf}
}



@article{yan2019automatic,
  title={Automatic detection of eating disorder-related social media posts that could benefit from a mental health intervention},
  author={Yan, Hao and Fitzsimmons-Craft, Ellen E and Goodman, Micah and Krauss, Melissa and Das, Sanmay and Cavazos-Rehg, Patricia},
  journal={International Journal of Eating Disorders},
  year = {2019},
 volume={52},
  number={10},
  pages={1150--1156},
  note = {Awarded IJED’s 2019 Best Original Research Paper by an Early Career Scholar award.},
  publisher={Wiley Online Library},
  url_Paper = {https://onlinelibrary.wiley.com/doi/abs/10.1002/eat.23148},
  keywords = {Text Analytics, Social Media, Supervised Learning}
}



@article{fowler2019solving,
author = {Fowler, Patrick J. and Hovmand, Peter S. and Marcal, Katherine E. and  Das, Sanmay},
title = {Solving homelessness from a complex systems perspective: Insights for prevention responses},
journal = {Annual Review of Public Health},
year = {2019},
volume = {40},
pages = {465-486},
url_Paper = {https://doi.org/10.1146/annurev-publhealth-040617-013553},
keywords = {Homelessness, Multi-Agent Simulation and Modeling, System Dynamics}
}



@article{DasLavMag16,
  author = {Das, Sanmay and Allen Lavoie and Magdon-Ismail, Malik},
  title = {Manipulation Among the Arbiters of Collective Intelligence: How {Wikipedia} Administrators Mold Public Opinion},
  journal = {ACM Transactions on the Web},
  year = {2016},
  url_Paper = {https://cs.gmu.edu/\%7esanmay/papers/wiki-tweb.pdf},
  keywords = {Social Media, Wikipedia, Collective Intelligence},
  volume={10},
  number={4},
  pages="24:1-24:25"
}



@article{butaru2016risk,
  author = {Florentin Butaru and Qingqing Chen and Brian J. Clark and Sanmay Das and Andrew W. Lo and Akhtar R. Siddique},
  title = {Risk and Risk Management in the Credit Card Industry},
  year = {2016},
  journal = {Journal of Banking and Finance},
  volume = {72},
  pages = "218-239",
  url_Paper = {http://www.sciencedirect.com/science/article/pii/S0378426616301340},
  keywords = {Supervised Learning, Risk Management},
}



@article{KorPea16,
author = {Rostyslav Korolov and Justin Peabody and Allen Lavoie and Sanmay Das and Malik Magdon-Ismail and William Wallace},
  title = {Predicting Charitable Donations Using Social Media},
  journal = {Social Network Analysis and Mining},
  year = {2016},
  volume = {6},
  number = {1},
  pages = {1-10},
  url_Paper = {https://cs.gmu.edu/\%7esanmay/papers/twitter_donations-snam.pdf},
  keywords = {Social Networks, Crisis Informatics}
}



@article{nahum2014twosided,
  title = {Two-Sided Search With Experts},
  author = {Yinon Nahum and David Sarne and Sanmay Das and Onn Shehory},
  journal = {Autonomous Agents and Multi-Agent Systems},
  year = {2015},
  volume = {29},
  number = {3},
  pages = {364--401},
  url_Paper = {https://cs.gmu.edu/\%7esanmay/papers/tss-experts-jaamas.pdf},
  keywords = {Search, Game Theory, Information Design}
}



@article{chhabra2014expert,
  title={Expert-mediated sequential search},
  author={Meenal Chhabra and Das, Sanmay and Sarne, David},
  journal={European Journal of Operational Research},
  volume={234},
  number={3},
  pages={861--873},
  year={2014},
  url_Paper = {https://cs.gmu.edu/\%7esanmay/papers/expertsEJOR_with_supplement.pdf},
  keywords = {Search, Game Theory, Information Design}
}




@article{AnsDas13,
  author = {Anshelevich, Elliot and Das, Sanmay and Yonatan Naamad},
  title = {Anarchy, Stability, and Utopia: Creating Better Matchings},
  journal = {Autonomous Agents and Multi-Agent Systems},
  year = {2013},
  volume = {26},
  number = {1},
  pages = {120-140},
  url_Paper = {https://cs.gmu.edu/\%7esanmay/papers/anarchic-matching-jaamas.pdf},
  keywords = {Matching, Game Theory}  
}



@article{DasMag11,
  author = {Das, Sanmay and Magdon-Ismail, Malik},
  title = {A Model for Information Growth in Collective Wisdom Processes},
  journal = {ACM Transactions on Knowledge Discovery from Data},
  volume    = {6},
  number    = {2},
  year      = {2012},
  pages = {6:1-6:10},
  url_Paper = {https://cs.gmu.edu/\%7esanmay/papers/wiki-final.pdf},
  keywords = {Social Media, Wikipedia, Collective Intelligence, Dynamic Programming}
} 



@article{GeySha12,
  author    = {Sahin Cem Geyik and
               S. Yousaf Shah and
               Boleslaw K. Szymanski and
               Sanmay Das and
               Petros Zerfos},
  title     = {Market mechanisms for resource allocation in pervasive sensor
               applications},
  journal   = {Pervasive and Mobile Computing},
  volume    = {8},
  number    = {3},
  year      = {2012},
  pages     = {346-357},
  url_Paper = {https://cs.gmu.edu/\%7esanmay/papers/pmc.12.pdf},
  keywords = {Applications of Market Mechanisms, Sensor Networks}
}




@article{yoneyama2010hybrid,
  title={{A Hybrid Model for Disease Spread and an Application to the SARS Pandemic}},
  author={Yoneyama, Teruhiko and Das, Sanmay and Krishnamoorthy, Mukkai},
  journal = {Journal of Artificial Societies and Social Simulation},
  volume    = {15},
  number    = {1},
  year      = {2012},
  url_Paper = {http://arxiv.org/abs/1007.4523},
  keywords = {Computational Epidemiology, Multi-Agent Simulation and Modeling}
}



@article{SehDas11,
  author = {Sehgal, Aditya and Das, Sanmay and Noto, Keith and Saier, Jr., Milton H. and Charles Elkan},
  title = {Identifying Relevant Data for a Biological Database: Handcrafted Rules Versus Machine Learning},
  journal = {IEEE/ACM Transactions on Computational Biology and Bioinformatics},
  volume    = {8},
  number    = {3},
  year      = {2011},
  pages     = {851-857},
  url_Paper = {https://cs.gmu.edu/\%7esanmay/papers/tcbb09.pdf},
  keywords = {Biomedical Informatics, Semi-Supervised Learning}
}



@article{DasTsi10,
  author = {Das, Sanmay and Tsitsiklis, John N.},
  title = {When is it Important to Know You've Been Rejected? A Search Problem With Probabilistic Appearance of Offers},
  year = {2010},
  journal = {Journal of Economic Behavior and Organization},
  volume = "74",
  pages = "104-122",
  url_Paper = {https://cs.gmu.edu/\%7esanmay/papers/probsearch.pdf},
  keywords = {Search, Dynamic Programming}
}



@article{Das05a,
author = {Sanmay Das},
title = {A Learning Market-Maker in the {Glosten-Milgrom} Model},
journal = {Quantitative Finance},
volume = "5",
number = "2",
month = "April",
year = "2005", 
pages = "169-180",
url_Paper = {https://cs.gmu.edu/\%7esanmay/papers/das-qf-rev3.pdf},
keywords = {Market Microstructure, Market Making}
} 



@article{GroKra02,
author = {Barbara J. Grosz and Sarit Kraus and David Sullivan and Sanmay Das},
title = {The Influence of Social Norms and Social Consciousness on Intention Reconciliation}, 
journal = {Artificial Intelligence},
volume = "142",
number = "2", 
month = "November",
year = "2002", 
pages = "147-177",
url_Paper = {http://dash.harvard.edu/bitstream/handle/1/2579647/Grosz_SocialNorms.pdf},
keywords = {Multi-Agent Teamwork, Multi-Agent Simulation and Modeling}
}



@inproceedings{pokharel2024discretionary,
  title={Discretionary Trees: Understanding Street-Level Bureaucracy via Machine Learning},
  author={Pokharel, Gaurab and Das, Sanmay and Fowler, Patrick J},
  booktitle={Proceedings of the AAAI Conference on Artificial Intelligence},
  year={2024},
  note={To appear},
  keywords = {AI and Justice, AI and Society},
  url_Paper = {https://arxiv.org/abs/2312.10694}
}



@inproceedings{bajwa2023test,
  title={Test Scores, Classroom Performance, and Capacity in Academically Selective School Program Admissions},
  author={Bajwa, Nabit and Das, Sanmay},
  booktitle={Proceedings of the 3rd ACM Conference on Equity and Access in Algorithms, Mechanisms, and Optimization},
  pages={16:1--15},
  year={2023},
  keywords = {Fairness, AI and Justice, AI and Society},
  url_Paper = {https://dl.acm.org/doi/10.1145/3617694.3623236}
}



@inproceedings{estornell2023incentivizing,
author = {Andrew Estornell and
          Yatong Chen and
	  Sanmay Das and
	  Yang Liu and
	  Yevgeniy Vorobeychik},
	  title = {Incentivizing Recourse through Auditing in Strategic Classification},
	  booktitle = {Proceedings of the International Joint Conference on Artificial Intelligence},
	  year = {2023},
          pages     = {400--408},
	  keywords = {Fairness, AI and Society},
          url_Paper = {https://cs.gmu.edu/\%7esanmay/papers/auditing_and_recourse.pdf}
	  }



@inproceedings{estornell2023group,
  author       = {Andrew Estornell and
                  Sanmay Das and
                  Yang Liu and
                  Yevgeniy Vorobeychik},
  title        = {Group-Fair Classification with Strategic Agents},
  booktitle    = {Proceedings of the {ACM} Conference on Fairness, Accountability,
                  and Transparency},
  pages        = {389--399},
  year         = {2023},
  doi          = {10.1145/3593013.3594006},
  keywords     = {Fairness, AI and Justice, AI and Society},
  url_Paper    = {https://dl.acm.org/doi/10.1145/3593013.3594006}
}



@inproceedings{estornell2023popularizing,
  title={Popularizing Fairness: Group Fairness and Individual Welfare},
  author={Estornell, Andrew and Das, Sanmay and Juba, Brendan and Vorobeychik, Yevgeniy},
  booktitle={Proceedings of the AAAI Conference on Artificial Intelligence},
  volume={37},
  number={6},
  pages={7485--7493},
  year={2023},
  keywords = {Fairness, AI and Society},
  url_Paper = {https://cs.gmu.edu/\%7esanmay/papers/PopularFairness2023.pdf}
}



@inproceedings{acharya2022gensyn,
  author       = {Angeela Acharya and
                  Siddhartha Sikdar and
                  Sanmay Das and
                  Huzefa Rangwala},
   title        = {GenSyn: {A} Multi-stage Framework for Generating Synthetic Microdata
                  using Macro Data Sources},
  booktitle    = {{IEEE} International Conference on Big Data},
  pages        = {685--692},
  year         = {2022},
  url_Paper    = {https://arxiv.org/pdf/2212.05975},
  doi          = {10.1109/BigData55660.2022.10021001},
  keywords     = {Synthetic Data},
}



@inproceedings{kube2022just,
author = {Kube, Amanda and Das, Sanmay and Fowler, Patrick J and Vorobeychik, Yevgeniy},
title = {Just Resource Allocation? How Algorithmic Predictions and Human Notions of Justice Interact},
booktitle = {Proceedings of the ACM Conference on Economics and Computation},
year = {2022},
url_Paper = {https://dl.acm.org/doi/10.1145/3490486.3538305},
keywords = {AI and Justice, AI and Society, Homelessness},
pages = {1184-1242}
}



@inproceedings{mashiat2022tradeoffs,
author = {Mashiat, Tasfia and Gitiaux, Xavier and Rangwala, Huzefa and Fowler, Patrick J and Das, Sanmay},
title = {Trade-offs between Group Fairness Metrics in Societal Resource Allocation},
booktitle = {Proceedings of the ACM Conference on Fairness, Accountability, and Transparency},
year = {2022},
keywords = {AI and Justice, AI and Society, Homelessness},
url_Paper = {https://dl.acm.org/doi/10.1145/3531146.3533171},
pages = {1095-1105}
}



@inproceedings{das2022local,
author = {Das, Sanmay},
title = {Local Justice and the Algorithmic Allocation of Scarce Societal Resources},
booktitle = {Proceedings of the AAAI Conference on Artificial Intelligence},
year = {2022},
keywords = {AI and Justice},
url_Paper = {https://cs.gmu.edu/\%7esanmay/papers/localjustice.pdf},
pages = {12250-12255},
note = {Awarded Best Blue Sky Paper.}
}



@inproceedings{dong2021efficient,
author = {Dong, Zehao and Das, Sanmay and Fowler, Patrick and Ho, Chien-Ju},
title = {Efficient Nonmyopic Online Allocation of Scarce Reusable Resources},
booktitle = {Proceedings of the International Joint Conference on Autonomous Agents and Multiagent Systems},
year = {2021},
pages = {447-445},
keywords = {Matching, AI and Justice, Reinforcement Learning},
url_Paper = {https://cs.gmu.edu/\%7esanmay/papers/nonmyopic_reusable.pdf}
}



@inproceedings{nguyen2021scarce,
author = {Nguyen, Quan and Das, Sanmay and Garnett, Roman},
title = {Scarce Societal Resource Allocation and the Price of (Local) Justice},
booktitle = {Proceedings of the AAAI Conference on Artificial Intelligence},
year = {2021},
pages = {5628-5636},
url_Paper = {https://cs.gmu.edu/\%7esanmay/papers/SSRA_AAAI.pdf},
keywords = {Matching, AI and Justice}
}



@inproceedings{estornell2021incentivizing,
author = {Estornell, Andrew and Das, Sanmay and Vorobeychik, Yevgeniy},
title = {Incentivizing Truthfulness Through Audits in Strategic Classification},
booktitle = {Proceedings of the AAAI Conference on Artificial Intelligence},
year = {2021},
pages = {5347-5354},
url_Paper = {https://cs.gmu.edu/\%7esanmay/papers/Audits_AAAI.pdf},
keywords = {Algorithmic Game Theory, AI and Justice}
}



@inproceedings{estornell2020election,
author={Estornell, Andrew and Das, Sanmay and Elkind, Edith and Vorobeychik, Yevgeniy},
title={Election Control by Manipulating Issue Significance},
booktitle={Proceedings of the Conference on Uncertainty in Artificial Intelligence},
year={2020},
pages={340--349},
url_Paper = {http://proceedings.mlr.press/v124/estornell20a/estornell20a.pdf},
keywords = {Algorithmic Game Theory, Voting}
}



@inproceedings{estornell2020deception,
author={Estornell, Andrew and Das, Sanmay and Vorobeychik, Yevgeniy},
title={Deception through Half-Truths},
booktitle={Proceedings of the AAAI Conference on Artificial Intelligence},
pages={10110--10117},
year={2020},
url_Paper = {https://cs.gmu.edu/\%7esanmay/papers/deception_half_truths.pdf},
keywords = {Algorithmic Game Theory, Voting}
}



@inproceedings{yan2019congressional,
  author = {Hao Yan and Sanmay Das and Allen Lavoie and Sirui Li and Betsy Sinclair},
 title = {The Congressional Classification Challenge: Domain Specificity and Partisan Intensity},
   booktitle = {Proceedings of the ACM Conference on Economics and Computation},
  year = {2019},
  url_Paper = {https://cs.gmu.edu/\%7esanmay/papers/partisanship-from-text.pdf},
  keywords = {Text Classification, US Politics, Social Media},
  pages = {71-89}
}




@inproceedings{li2019incorporating,
  author = {Zhuoshu Li and Kelsey Lieberman and William Macke and Sofia Carrillo and Chien-Ju Ho and Jason Wellen and Sanmay Das},
  title = {Incorporating Compatible Pairs in Kidney Exchange: A Dynamic Weighted Matching Model},
  booktitle = {Proceedings of the ACM Conference on Economics and Computation},
  year = {2019},
  url_Paper = {https://cs.gmu.edu/\%7esanmay/papers/compatible-kidex.pdf},
  keywords = {Matching, Market Design, Kidney Exchange},
  pages = {349-367}
}



@inproceedings{kube2019allocating,
  author = {Amanda Kube and Sanmay Das and Patrick J. Fowler},
  title = {Allocating Interventions Based on Predicted Outcomes: A Case Study on Homelessness Services},
  booktitle = {Proceedings of the AAAI Conference on Artificial Intelligence},
  pages = {622-629},
  year = {2019},
  url_Paper = {https://cs.gmu.edu/\%7esanmay/papers/allocating-interventions-homelessness.pdf},
  keywords = {Homelessness, Causality, Matching},
}



@inproceedings{li2019signal,
  author = {Zhuoshu Li and Sanmay Das},
  title = {Revenue Enhancement Via Asymmetric Signaling in Interdependent-Value Auctions},
  booktitle = {Proceedings of the AAAI Conference on Artificial Intelligence},
  pages = {2093-2100},
  year = {2019},
  url_Paper = {https://cs.gmu.edu/\%7esanmay/papers/aaai2019-signal-structure.pdf},
  keywords = {Information Design, Auctions},
}



@inproceedings{li2018equilibrium,
  author = {Li, Zhuoshu and Gupta, Neal and Das, Sanmay and Dickerson, John P.},
  title = {Equilibrium Behavior in Competing Dynamic Matching Markets},
  booktitle = {Proceedings of the International Joint Conference on Artificial Intelligence (IJCAI)},
  year = {2018},
  pages = {389-395},
  url_Paper = {https://cs.gmu.edu/\%7esanmay/papers/ijcai2018-incentives-competing.pdf},
  keywords = {Matching, Market Design, Kidney Exchange, Competing Platforms}
}



@inproceedings{chhabra2018promise,
  author = {Chhabra, Meenal and Das, Sanmay and Ryzhov, Ilya},
  title = {The Promise and Perils of Myopia in Dynamic Pricing With Censored Information},
  booktitle = {Proceedings of the International Joint Conference on Artificial Intelligence (IJCAI)},
  year = {2018},
  pages = {4994-5001},
  url_Paper = {https://cs.gmu.edu/\%7esanmay/papers/ijcai18-dynamic-pricing.pdf},
  keywords = {Dynamic Pricing, Sequential Decision-Making, Knowledge Gradient, Dynamic Programming}
}



@inproceedings{li2018faster,
  author = {Zhuoshu Li and Zhitang Chen and Pascal Poupart and Sanmay Das and 
Yanhui Geng},
  title = {Faster Policy Adaptation in Environments with Exogeneity: A State Augmentation Approach},
  booktitle = {Proceedings of the 17th Conference on Autonomous Agents and MultiAgent Systems (AAMAS)},
  year = {2018},
  pages = {1035-1043},
  url_Paper = {https://cs.gmu.edu/\%7esanmay/papers/aamas18-policyadap.pdf},
  keywords = {Reinforcement Learning}  
}



@inproceedings{chakraborty2017coordinated,
  author = {Chakraborty, Mithun and Chua, Kai Yee Phoebe and Das, Sanmay and Juba, Brendan},
  title = {Coordinated Versus Decentralized Exploration In Multi-Agent Multi-Armed Bandits},
  booktitle = {Proceedings of the International Joint Conference on Artificial Intelligence (IJCAI)},
  year = {2017},
  pages = {164-170},
  keywords = {Multi-Agent Teamwork, Sequential Decision-Making, Communication},
  url_Paper = {https://cs.gmu.edu/\%7esanmay/papers/MAMABijcai17.pdf}
}



@inproceedings{chakraborty2016trading,
  author = {Mithun Chakraborty and Sanmay Das},
  title = {Trading On A Rigged Game: Outcome Manipulation In Prediction Markets},
  booktitle = {Proceedings of the International Joint Conference on Artificial Intelligence (IJCAI)},
  year = {2016},
  pages = "158-164",
  url_Paper = {https://cs.gmu.edu/\%7esanmay/papers/ijcai2016manip.pdf},
  keywords = {Market Microstructure, Prediction Markets, Market Making, Scoring Rules}
  }



@inproceedings{kinathil2016symbolic,
  author = {Shamin Kinathil and Scott Sanner and Sanmay Das and Nicol{\'a}s Della Penna},
  title = {A Symbolic Closed-form Solution to Sequential Market Making with Inventory},
  booktitle = {Proceedings of the International Joint Conference on Artificial Intelligence (IJCAI)},
  year = {2016},
  pages = "3609-3615",
  url_Paper = {https://cs.gmu.edu/\%7esanmay/papers/ijcai2016mm.pdf},
  keywords = {Market Microstructure, Market Making, Dynamic Programming}
  }



@inproceedings{li2016agent,
  author = {Zhuoshu Li and Sanmay Das},
  title = {An Agent-Based Model of Competition Between Financial Exchanges: Can Frequent Call Mechanisms Drive Trade Away from {CDAs}?},
  booktitle = {Proceedings of the International Joint Conference on Autonomous Agents and Multiagent Systems (AAMAS)},
  year = {2016},
  pages = "50-58",
  url_Paper = {https://cs.gmu.edu/\%7esanmay/papers/aamas2016cda.pdf},
  keywords = {Market Microstructure, Market Design, Competing Platforms}
}



@inproceedings{chakraborty2015market,
  author = {Mithun Chakraborty and Sanmay Das},
  title = {Market Scoring Rules Act As Opinion Pools For Risk-Averse Agents},
  booktitle = {Advances in Neural Information Processing Systems},
  year = {2015},
  note = {Selected for a spotlight presentation.},
  pages = {2350--2358},
  url_Paper = {https://cs.gmu.edu/\%7esanmay/papers/msr-op.pdf},
  url_Supplement = {https://cs.gmu.edu/\%7esanmay/papers/msr-op-supplement.pdf},
  keywords = {Market Microstructure, Prediction Markets, Market Making, Scoring Rules}
}



@inproceedings{moein2015prediction,
  author = {Sara Moein and Hao Yan and Sanmay Das and Matthew Hall and Pirooz Eghtesady},
  title = {Prediction of Systemic-to-Pulmonary Artery Shunt Surgery Outcomes Using Administrative Data},
  booktitle = {IEEE International Conference on Bioinformatics and Biomedicine (BIBM)},
  year = {2015},
  pages = {737--741},
  url_Paper = {https://cs.gmu.edu/\%7esanmay/papers/spa-shunt.pdf},
  keywords = {Biomedical Informatics, Supervised Learning}
}



@inproceedings{korolov2015actions,
  author = {Rostyslav Korolov and Justin Peabody and Allen Lavoie and Sanmay Das and Malik Magdon-Ismail and William Wallace},
  title = {Actions Are Louder Than Words in Social Media},
  booktitle = {Proceedings of the IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining (ASONAM)},
  year = {2015},
  pages = {292--297},
  url_Paper = {https://cs.gmu.edu/\%7esanmay/papers/square.pdf},
  keywords = {Social Networks, Crisis Informatics}
}



@inproceedings{das2015competing,
  author = {Sanmay Das and John P. Dickerson and Zhuoshu Li and Tuomas Sandholm},
  title = {Competing Dynamic Matching Markets},
  booktitle = {Proceedings of the Conference on Auctions, Market Mechanisms and Their Applications (AMMA)},
  year = {2015},
  url_Paper = {https://cs.gmu.edu/\%7esanmay/papers/competing-matching.pdf},
  keywords = {Matching, Market Design, Kidney Exchange, Competing Platforms}
}



@inproceedings{alkoby2015strategic,
  author    = {Shani Alkoby and David Sarne and Sanmay Das},
  title     = {Strategic Free Information Disclosure for Search-Based Information Platforms},
  booktitle = {Proceedings of the International Conference on Autonomous Agents and Multiagent Systems (AAMAS)},
  pages     = {635--643},
  year      = {2015},
  url_Paper = {https://cs.gmu.edu/\%7esanmay/papers/freeInfoDisclosure.pdf},
  keywords = {Search, Information Design, Game Theory}
}



@inproceedings{ChaDas15,
  title = {Price Evolution in a Continuous Double Auction Prediction Market With a Scoring-Rule Based Market Maker},
  author={Mithun Chakraborty and Sanmay Das and Justin Peabody},
  booktitle={Proceedings of the AAAI Conference on Artificial Intelligence (AAAI)},
  year = "2015",
  pages = {835--841},
  url_Paper = {https://cs.gmu.edu/\%7esanmay/papers/CDAwithSRMM.pdf},
  keywords = {Market Microstructure, Prediction Markets, Market Making, Scoring Rules}
}



@inproceedings{das2014role,
  title={The Role of Common and Private Signals in Two-Sided Matching with Interviews},
  author={Das, Sanmay and Li, Zhuoshu},
  booktitle={Web and Internet Economics (WINE)},
  pages={492--497},
  year={2014},
  publisher={Springer},
  url_Paper = {https://cs.gmu.edu/\%7esanmay/papers/interviews.pdf},
  keywords = {Matching, Game Theory}
}



@inproceedings{das2014automated,
  author = {Sanmay Das and Allen Lavoie},
  title = {Automated inference of point of view from user interactions in collective intelligence venues},
  booktitle = {Proceedings of the International Conference on Machine Learning (ICML)},
  year = {2014},
  pages = {82--90},
  url_Paper = {https://cs.gmu.edu/\%7esanmay/papers/topicpov.pdf},
  keywords = {Social Media, Wikipedia, Collective Intelligence, Topic Models}
}



@inproceedings{das2014effects,
  author = {Sanmay Das and Allen Lavoie},
  title = {The Effects of Feedback on Human Behavior in Social Media: An Inverse Reinforcement Learning Model},
  booktitle = {Proceedings of the International Conference on Autonomous Agents and Multiagent Systems (AAMAS)},
  year = {2014},
  pages = {653--660},
  url_Paper = {https://cs.gmu.edu/\%7esanmay/papers/reddit-feedback.pdf},
  keywords = {Social Media, Reddit, Collective Intelligence, Reinforcement Learning}
}



@inproceedings{chhabra2014competitive,
  author={Meenal Chhabra and Das, Sanmay and Sarne, David},
  title = {Competitive Information Provision in Sequential Search Markets},
  booktitle = {Proceedings of the International Conference on Autonomous Agents and Multiagent Systems},
  year = {2014},
  pages = {565--572},
  url_Paper = {https://cs.gmu.edu/\%7esanmay/papers/competitive-experts.pdf},
  keywords = {Search, Game Theory, Information Design}
}



@inproceedings{das2013manipulation,
  author = {Das, Sanmay and Allen Lavoie and Magdon-Ismail, Malik},
  title = {Manipulation Among the Arbiters of Collective Intelligence: How {Wikipedia} Administrators Mold Public Opinion},
  booktitle = {Proceedings of the ACM Conference on Information and Knowledge Management},
  year = {2013},
  pages={1097--1106},
  url_Paper = {https://cs.gmu.edu/\%7esanmay/papers/wiki-cikm.pdf},
  keywords = {Social Media, Wikipedia, Collective Intelligence}
}




@inproceedings{chhabra2013social,
  author = {Anshelevich, Elliot and Meenal Chhabra and Das, Sanmay and Matthew Gerrior},
  title = {On the Social Welfare of Mechanisms for Repeated Batch Matching},
  booktitle = {Proceedings of the AAAI Conference on Artificial Intelligence},
  year = {2013},
  pages = {60-66},
  url_Paper = {https://cs.gmu.edu/\%7esanmay/papers/repeatedBatchMatching.pdf},
  keywords = {Matching, Market Design}
}



@inproceedings{ChakDas13a,
  author = {Mithun Chakraborty and Das, Sanmay and Allen Lavoie and Magdon-Ismail, Malik and Yonatan Naamad},
  title = {Instructor Rating Markets},
  booktitle = {Proceedings of the AAAI Conference on Artificial Intelligence},
  year = {2013},
  pages = {159-165},
  url_Paper = {https://cs.gmu.edu/\%7esanmay/papers/irms.pdf},
  keywords = {Market Microstructure, Prediction Markets, Market Making}
}



@inproceedings{BraCha12,
  author    = {Aseem Brahma and
               Mithun Chakraborty and
               Sanmay Das and
               Allen Lavoie and
               Malik Magdon-Ismail},
  title     = {A {Bayesian} market maker},
  booktitle = {Proceedings of the ACM Conference on Electronic Commerce},
  year      = {2012},
  pages     = {215-232},
  url_Paper = {https://cs.gmu.edu/\%7esanmay/papers/bmm-ec.pdf},
  keywords = {Market Microstructure, Prediction Markets, Market Making}
}



@inproceedings{NahSar12,
  author    = {Yinon Nahum and
               David Sarne and
               Sanmay Das and
               Onn Shehory},
  title     = {Two-sided search with experts},
  booktitle = {Proceedings of the ACM Conference on Electronic Commerce},
  year      = {2012},
  pages     = {754-771},
  url_Paper = {https://cs.gmu.edu/\%7esanmay/papers/tss-ec.pdf},
  keywords = {Search, Game Theory, Information Design}
}



@inproceedings{chhabra2012team,
  author    = {Meenal Chhabra and
               Sanmay Das and
               Boleslaw K. Szymanski},
  title     = {Team Formation in Social Networks},
  booktitle = {Proceedings of the International Symposium on Computer and Information Sciences},
  year      = {2012},
  pages     = {291-299},
  url_Paper = {https://cs.gmu.edu/\%7esanmay/papers/teamFormation.pdf},
  keywords = {Social Networks}  
}



@inproceedings{ChakDas11,
  author = {Mithun Chakraborty and Das, Sanmay and Magdon-Ismail, Malik},
  title = {Near-Optimal Target Learning With Stochastic Binary Signals},
  booktitle = {Proceedings of the Conference on Uncertainty in Artificial Intelligence},
  year = {2011},
  pages = {69-76},
  url_Paper = {https://cs.gmu.edu/\%7esanmay/papers/LearnThresh.pdf},
  keywords = {Active Learning, Dynamic Programming}
}



@inproceedings{ChaDas11a,
  author = {Meenal Chhabra and Das, Sanmay},
  title = {Learning the Demand Curve in Posted-Price Digital Goods Auctions},
  booktitle = {Proceedings of the International Joint Conference on Autonomous Agents and Multi-Agent Systems},
  pages = {63--70},
  note = {Nominated for the Best Student Paper Award (one of three nominees)},
  year = {2011},
  url_Paper = {https://cs.gmu.edu/\%7esanmay/papers/dynamicpricing.pdf},
  keywords = {Dynamic Pricing, Dynamic Programming}
}



@inproceedings{ChaDas11b,
  author = {Meenal Chhabra and Das, Sanmay and Sarne, David},
  title = {Expert-Mediated Search},
  booktitle = {Proceedings of the International Joint Conference on Autonomous Agents and Multi-Agent Systems},
  year = {2011},
  pages = {415--422},
  url_Paper = {https://cs.gmu.edu/\%7esanmay/papers/expertsearch.pdf},
  keywords = {Search, Game Theory, Information Design}
}



@inproceedings{DasMag10,
author = {Das, Sanmay and Magdon-Ismail, Malik},
title = {Collective Wisdom: Information Growth in Wikis and Blogs},
year = "2010",
booktitle = {Proceedings of the ACM Conference on Electronic Commerce},
pages="231-240",
url_Paper = {https://cs.gmu.edu/\%7esanmay/papers/wiki-ec.pdf},
keywords = {Social Media, Wikipedia, Collective Intelligence, Dynamic Programming}
} 



@inproceedings{MeiDas10,
  author = {Meisner, Eric and Das, Sanmay and Isler, Volkan and Trinkle, Jeffrey and Sabanovic, Selma and Caporael, Linnda R.},
  title = {Predictive State Representations for Grounding Human-Robot Communication},
  year = {2010},
  pages = "178-185",
  booktitle = {Proceedings of the IEEE International Conference on Robotics and Automation},
  url_Paper = {https://cs.gmu.edu/\%7esanmay/papers/PSR_ICRA.pdf},
  keywords = {Reinforcement Learning, Robotics, Human-Robot Interaction}
}



@inproceedings{AnsDas09,
  author = {Anshelevich, Elliot and Das, Sanmay and Yonatan Naamad},
  title = {Anarchy, Stability, and Utopia: Creating Better Matchings},
  year = {2009},
   booktitle = {Proceedings of the Symposium on Algorithmic Game Theory},
  pages = {159-170},
  url_Paper = {https://cs.gmu.edu/\%7esanmay/papers/anarchic-matching.pdf},
  keywords = {Matching, Game Theory}
}



@inproceedings{DasMag08,
	author = {Das, Sanmay   and Magdon-Ismail, Malik},
	title = {Adapting to a Market Shock: Optimal Sequential Market-Making},
	year = {2008},
booktitle = {Advances in Neural Information Processing Systems},
pages = {361-368},
url_Paper = {https://cs.gmu.edu/\%7esanmay/papers/opt-mm-nips.pdf},
url_Supplement = {https://cs.gmu.edu/\%7esanmay/papers/opt-mm-nips-supp.pdf},
keywords = {Market Microstructure, Market Making, Dynamic Programming}
}



@inproceedings{Das08,
author = {Sanmay Das},
title = {The Effects of Market-Making on Price Dynamics},
booktitle = {Proceedings of the International Joint Conference on Autonomous Agents and Multi-Agent Systems},
pages = "887-894",
address = {Estoril, Portugal},
month = "May",
year = "2008",
url_Paper = {https://cs.gmu.edu/\%7esanmay/papers/mm-pricediscovery.pdf},
keywords = {Market Microstructure, Market Making}
}



@inproceedings{DasSai07,
author = {Sanmay Das and Saier, Jr., Milton H. and Charles Elkan},
title = {Finding Transport Proteins in a General Protein Database},
booktitle = {Proceedings of the European Conference on Principles and Practice of Knowledge Discovery in Databases},
address = {Warsaw, Poland},
month={September},
year = "2007",
pages = "54-66",
url_Paper = {https://cs.gmu.edu/\%7esanmay/papers/tcdb-pkdd.pdf},
keywords = {Biomedical Informatics, Semi-Supervised Learning}
}



@inproceedings{Das07,
author = {Sanmay Das},
title = {Learning to Trade with Insider Information},
booktitle = {Proceedings of the International Conference on Electronic Commerce},
address = {Minneapolis, MN},
month={August},
year = "2007",
pages="169-176",
url_Paper = {https://cs.gmu.edu/\%7esanmay/papers/insider-icec.pdf},
keywords = {Market Microstructure, Reinforcement Learning}
}



@inproceedings{DasKam05a,
author = {Sanmay Das and Emir Kamenica},
title = {Two-Sided Bandits and the Dating Market},
booktitle = {Proceedings of the International Joint Conference on Artificial Intelligence},
pages = "947-952",
address = {Edinburgh, UK},
month = {August},
year = "2005",
url_Paper = {https://cs.gmu.edu/\%7esanmay/papers/DasKam05.pdf},
keywords = {Matching}
}



@inproceedings{DasGro02,
author = {Sanmay Das and Barbara Grosz and Avi Pfeffer},
title = {Learning and Decision-Making for Intention Reconciliation},
booktitle = {Proceedings of the International Joint Conference on Autonomous Agents and Multi-Agent Systems},
pages = "1121-1128",
address = {Bologna, Italy},
month = "July",
year = "2002",
url_Paper = {https://cs.gmu.edu/\%7esanmay/papers/ldmir.pdf},
keywords = {Multi-Agent Teamwork, Multi-Agent Simulation and Modeling}
}



@inproceedings{Das01,
author = {Sanmay Das},
title = {Filters, Wrappers, and a Boosting-Based Hybrid for Feature Selection},
booktitle = {Proceedings of the International Conference on Machine Learning}, 
pages = "74-81", 
address = {Williamstown, MA},
month = "June",
year = "2001",
url_Paper = {https://cs.gmu.edu/\%7esanmay/papers/icml01.ps.gz},
keywords = {Supervised Learning, Feature Selection}
} 



@article{Koenig:2017:ASA:3137574.3137577,
 author = {Koenig, Sven and Das, Sanmay and Paradis, Rosemary and Eaton, Eric and Gil, Yolanda and Guo, Katherine and Huang, Bojun and Jiang, Albert and Kuipers, Benjamin and Mattei, Nicholas and McGovern, Amy and Medsker, Larry and Neller, Todd and Petrov, Plamen and Rovatsos, Michael and Stork, David},
 title = {ACM SIGAI Activity Report},
 journal = {AI Matters},
 issue_date = {Summer 2017},
 volume = {3},
 number = {3},
 year = {2017},
 pages = {7--11},
 numpages = {5},
 publisher = {ACM},
 keywords = {Newsletter}
}



@article{Das2015Report,
author = {Sanmay Das},
title = {Report on the Career Network Conference},
journal = {AI Matters},
volume = {1},
number = {3},
pages = {6--7},
year = {2015},
keywords = {Newsletter}
}



@article{AnsDas10,
author = {Elliot Anshelevich and Sanmay Das},
title = {Matching, Cardinal Utility, and Social Welfare},
journal = {ACM SIGECom Exchanges},
volume = "9",
number = "1",
year = "2010",
url_Paper = {http://www.sigecom.org/exchanges/volume_9/1/ANSHELEVICH.pdf},
keywords = {Matching, Game Theory, Newsletter}
}



@article{DasOst08,
author = {Sanmay Das and Michael Ostrovsky},
title = {Conference Announcement: The {Conference on Auctions, Market Mechanisms, and Their Applications (AMMA)}},
journal = {ACM SIGECom Exchanges},
volume = "7",
number = "3",
year = "2008",
url_Paper = {http://www.sigecom.org/exchanges/volume_7/3/DAS.pdf},
keywords = {Newsletter},
}



@inproceedings{das2018hot,
  author = {Sanmay Das and Edmund H. Durfee},
  title = {Hot Trends in Autonomous Agents and Multiagent Systems},
  booktitle = {AAAI What's Hot Talks},
  year = {2018},
  url_Paper = {https://cs.gmu.edu/\%7esanmay/papers/whatshot-aamas-final.pdf},
  keywords = {Multiagent Systems},
  entrysubtype = {Others}
}



@inproceedings{das2017reducing,
  author = {Sanmay Das and Emir Kamenica and Renee Mirka},
  title = {Reducing Congestion Through Information Design},
  booktitle = {Proceedings of the 55th Allerton Conference on Communication, Control, and Computing},
  year = {2017},
  pages = {1279-1284},
  note = {Invited paper.},
  url_Paper = {https://cs.gmu.edu/\%7esanmay/papers/reducing-congestion-information.pdf},
  keywords = {Game Theory, Information Design, Routing Games},
  entrysubtype = {Others}
}



@inproceedings{yan2017perils,
  author = {Yan, Hao and Lavoie, Allen and Das, Sanmay},
  title = {The Perils of Classifying Political Orientation From Text},
  booktitle = {IJCAI Workshop on Linked Democracy},
  year = {2017},
  pages = {38-50},
  keywords = {Supervised Learning, Text Classification, US Politics},
  url_Paper = {https://cs.gmu.edu/\%7esanmay/papers/political-orientation.pdf},
  entrysubtype = {Others}
}



@inproceedings{gao2017homelessness,
  author = {Gao, Yuan and Das, Sanmay and Fowler, Patrick J.},
  title = {Homelessness Service Provision: A Data Science Perspective},
  booktitle = {AAAI Workshop on AI and Operations Research for Social Good},
  year = {2017},
  pages = "20-25",
  keywords = {Supervised Learning, Social Services},
  url_Paper = {https://cs.gmu.edu/\%7esanmay/papers/hsp-dsp.pdf},
  entrysubtype = {Others}
}



@incollection{Das16,
  author = {Sanmay Das},
  title = {Multiagent Systems Modeling},
  booktitle={Optimization Challenges in Complex, Networked and Risky Systems},
  series = {Tutorials in Operations Research},
  pages={207--225},
  year={2016},
  publisher={INFORMS},
  editor = {Gupta, A. and Capponi, A. and Smith, J. C. and Greenberg, H. J.}, 
  url_Paper = {https://cs.gmu.edu/\%7esanmay/papers/masm-tut.pdf},
  keywords = {Multi-Agent Simulation and Modeling, Market Microstructure, Market Making},
  entrysubtype = {Others}
}
  


@inproceedings{GinDas16,
  author = {Ginart, Antonio A. and Sanmay Das and Harris, Jenine K. and Roger Wong and Hao Yan and Melissa Krauss and Cavazos-Rehg, Patricia A.},
  title = {Drugs or Dancing? Using Real-Time Machine Learning to Classify Streamed ``Dabbing'' Homograph Tweets},
  booktitle = {Proceedings of the Workshop on Health Data Science: Creation, Analysis and Interpretation, In Conjunction with IEEE ICHI},
  pages={10--13},
  url_Paper = {https://cs.gmu.edu/\%7esanmay/papers/dabbig-ichi.pdf},
  keywords = {Supervised Learning, Social Media},
  year = "2016",
  entrysubtype = {Others}
  }
  



@inproceedings{das2015representations,
  author = {Sanmay Das and Emir Kamenica},
  title = {Representations of Information Structures},
  booktitle = {Proceedings of the 53rd Allerton Conference on Communication, Control, and Computing},
  year = {2015},
  note = {Invited paper.},
  pages = "737-743",
  url_Paper = {https://cs.gmu.edu/\%7esanmay/papers/rois.pdf},
  keywords = {Game Theory, Information Design},
  entrysubtype = {Others}
}





@inproceedings{SzymanskiSGDCZ11,
  author    = {Boleslaw K. Szymanski and
               S. Yousaf Shah and
               Sahin Cem Geyik and
               Sanmay Das and
               Meenal Chhabra and
               Petros Zerfos},
  title     = {Market mechanisms for Value of Information driven resource
               allocation in Sensor Networks},
  booktitle = {Workshop Proceedings of the Ninth Annual IEEE International Conference on Pervasive Computing and Communications (PerCom Workshops)},
  year      = {2011},
  pages     = {20-25},
  url_Paper = {https://cs.gmu.edu/\%7esanmay/papers/sensormarkets.pdf},
  keywords = {Applications of Market Mechanisms, Sensor Networks},
  entrysubtype = {Others}
}



@unpublished{Das06b,
author = {Sanmay Das},
title = {On Agent-Based Modeling of Complex Systems: Learning and Bounded Rationality},
year = "2007",
note = {Working paper},
url_Paper = {https://cs.gmu.edu/\%7esanmay/papers/Das06b.pdf},
keywords = {Multi-Agent Simulation and Modeling},
entrysubtype = {Others}
}



@thesis{Das06a,
author = {Sanmay Das},
title = {Dealers, Insiders and Bandits: Learning and its Effects on Market Outcomes},
type={Ph.D.},
institution = {Massachusetts Institute of Technology},
year = "2006",
url_Paper = {https://cs.gmu.edu/\%7esanmay/papers/phdthesis.pdf}
}



@thesis{Das03a,
author = {Sanmay Das},
title = {Intelligent Market-Making in Artificial Financial Markets},
institution = {Massachusetts Institute of Technology},
year = "2003",
type={S.M.},
url_Paper = {https://cs.gmu.edu/\%7esanmay/papers/smthesis.pdf}
}



@thesis{Das01b,
author = {Sanmay Das},
title = {Optimal Behavior in Group Environments},
institution = {Harvard University},
year = {2001},
type={A.B.},
url_Paper = {https://cs.gmu.edu/\%7esanmay/papers/uthesis.ps.gz}
}\">\n            <i class=\"fa fa-download fa-fw\"></i> Download BibTeX\n          </a>\n        </li>\n        <li>\n          <a href=\"//bibbase.org/rss?bib=https://raw.githubusercontent.com/sanmaydas/sanmaydas/main/sd-pubs-biber.bib\">\n            <i class=\"fa fa-rss fa-fw\"></i> RSS Feed\n          </a>\n          </li>\n      </ul>\n      </li>\n\n      \n\n\n      \n    </ul>\n\n\n    <div class=\"alert alert-success bibbase_msg\" id=\"bibbase_msg_embed\"\n         style=\"display: none;\">\n\n      Excellent! 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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=\"pokharel-das-fowler-discretionarytreesunderstandingstreetlevelbureaucracyviamachinelearning-2024\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  <a href=\"https://arxiv.org/abs/2312.10694\"\n     onclick=\"return trackOutboundLink('publications', 'click', 'pokharel-das-fowler-discretionarytreesunderstandingstreetlevelbureaucracyviamachinelearning-2024', 'https://arxiv.org/abs/2312.10694', event);\">\n    Discretionary Trees: Understanding Street-Level Bureaucracy via Machine Learning.\n  </a>\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  Pokharel, G.; <a class=\"bibbase author link\" href=\"https://cs.gmu.edu/~sanmay/papers.html\">Das, S.</a>;  and Fowler, P. J\n</span>\n\n  \n\n</span>\n\n  In <i>Proceedings of the AAAI Conference on Artificial Intelligence</i>,  2024. \n  <span class=\"note\">To appear</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/2312.10694\"\n     onclick=\"log_download('pokharel-das-fowler-discretionarytreesunderstandingstreetlevelbureaucracyviamachinelearning-2024', 'https://arxiv.org/abs/2312.10694', event.ctrlKey, event)\">\n    <img src=\"//bibbase.org/img/filetypes/link.svg\"\n\t     alt=\"Discretionary Trees: Understanding Street-Level Bureaucracy via Machine Learning [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/pokharel-das-fowler-discretionarytreesunderstandingstreetlevelbureaucracyviamachinelearning-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>2 downloads</span>\n  </span>\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('pokharel-das-fowler-discretionarytreesunderstandingstreetlevelbureaucracyviamachinelearning-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  \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{pokharel2024discretionary,\n  title={Discretionary Trees: Understanding Street-Level Bureaucracy via Machine Learning},\n  author={Pokharel, Gaurab and Das, Sanmay and Fowler, Patrick J},\n  booktitle={Proceedings of the AAAI Conference on Artificial Intelligence},\n  year={2024},\n  note={To appear},\n  keywords = {AI and Justice, AI and Society},\n  url_Paper = {https://arxiv.org/abs/2312.10694}\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        (7)\n        \n      </span>\n    </div>\n    <div class=\"bibbase_group_body\">\n      \n  \n  <div class=\"bibbase_paper\" id=\"kube-das-fowler-communityanddatadrivenhomelessnesspreventionandservicedeliveryoptimizingforequity-2023\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  <a href=\"https://doi.org/10.1093/jamia/ocad052\"\n     onclick=\"return trackOutboundLink('publications', 'click', 'kube-das-fowler-communityanddatadrivenhomelessnesspreventionandservicedeliveryoptimizingforequity-2023', 'https://doi.org/10.1093/jamia/ocad052', event);\">\n    Community- and data-driven homelessness prevention and service delivery: Optimizing for equity.\n  </a>\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  Kube, A. R; <a class=\"bibbase author link\" href=\"https://cs.gmu.edu/~sanmay/papers.html\">Das, S.</a>;  and Fowler, P. J\n</span>\n\n  \n\n</span>\n\n  <i>Journal of the American Medical Informatics Association</i>, 30(6): 1032-1041. 04 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://doi.org/10.1093/jamia/ocad052\"\n     onclick=\"log_download('kube-das-fowler-communityanddatadrivenhomelessnesspreventionandservicedeliveryoptimizingforequity-2023', 'https://doi.org/10.1093/jamia/ocad052', event.ctrlKey, event)\">\n    <img src=\"//bibbase.org/img/filetypes/link.svg\"\n\t     alt=\"Community- and data-driven homelessness prevention and service delivery: Optimizing for equity [link]\"\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/10.1093/jamia/ocad052\"\n     onclick=\"log_download('kube-das-fowler-communityanddatadrivenhomelessnesspreventionandservicedeliveryoptimizingforequity-2023', 'http://doi.org/10.1093/jamia/ocad052', event.ctrlKey)\"\n     class=\"bibbase doi link\">\n    <span>doi</span></a>\n  &nbsp;\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/kube-das-fowler-communityanddatadrivenhomelessnesspreventionandservicedeliveryoptimizingforequity-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>18 downloads</span>\n  </span>\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('kube-das-fowler-communityanddatadrivenhomelessnesspreventionandservicedeliveryoptimizingforequity-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  \n  \n  \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{kube2023community,\n    author = {Kube, Amanda R and Das, Sanmay and Fowler, Patrick J},\n    title = {Community- and data-driven homelessness prevention and service delivery: Optimizing for equity},\n    journal = {Journal of the American Medical Informatics Association},\n    volume = {30},\n    number = {6},\n    pages = {1032-1041},\n    year = {2023},\n    month = {04},\n    issn = {1527-974X},\n    doi = {10.1093/jamia/ocad052},\n    url_Paper = {https://doi.org/10.1093/jamia/ocad052},\n    keywords     = {AI and Justice, AI and Society, Homelessness}\n}\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n  <div class=\"bibbase_paper\" id=\"kube-das-fowler-fairandefficientallocationofscarceresourcesbasedonpredictedoutcomesimplicationsforhomelessservicedelivery-2023\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  <a href=\"https://doi.org/10.1613/jair.1.12847\"\n     onclick=\"return trackOutboundLink('publications', 'click', 'kube-das-fowler-fairandefficientallocationofscarceresourcesbasedonpredictedoutcomesimplicationsforhomelessservicedelivery-2023', 'https://doi.org/10.1613/jair.1.12847', event);\">\n    Fair and Efficient Allocation of Scarce Resources Based on Predicted Outcomes: Implications for Homeless Service Delivery.\n  </a>\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  Kube, A. R.; <a class=\"bibbase author link\" href=\"https://cs.gmu.edu/~sanmay/papers.html\">Das, S.</a>;  and Fowler, P. J.\n</span>\n\n  \n\n</span>\n\n  <i>Journal of Artificial Intelligence Research</i>, 76: 1219–1245.  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://doi.org/10.1613/jair.1.12847\"\n     onclick=\"log_download('kube-das-fowler-fairandefficientallocationofscarceresourcesbasedonpredictedoutcomesimplicationsforhomelessservicedelivery-2023', 'https://doi.org/10.1613/jair.1.12847', event.ctrlKey, event)\">\n    <img src=\"//bibbase.org/img/filetypes/link.svg\"\n\t     alt=\"Fair and Efficient Allocation of Scarce Resources Based on Predicted Outcomes: Implications for Homeless Service Delivery [link]\"\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/10.1613/jair.1.12847\"\n     onclick=\"log_download('kube-das-fowler-fairandefficientallocationofscarceresourcesbasedonpredictedoutcomesimplicationsforhomelessservicedelivery-2023', 'http://doi.org/10.1613/jair.1.12847', event.ctrlKey)\"\n     class=\"bibbase doi link\">\n    <span>doi</span></a>\n  &nbsp;\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/kube-das-fowler-fairandefficientallocationofscarceresourcesbasedonpredictedoutcomesimplicationsforhomelessservicedelivery-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('kube-das-fowler-fairandefficientallocationofscarceresourcesbasedonpredictedoutcomesimplicationsforhomelessservicedelivery-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  \n  \n  \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{kube2023fair,\n  author       = {Amanda R. Kube and\n                  Sanmay Das and\n                  Patrick J. Fowler},\n  title        = {Fair and Efficient Allocation of Scarce Resources Based on Predicted\n                  Outcomes: Implications for Homeless Service Delivery},\n  journal      = {Journal of Artificial Intelligence Research},\n  volume       = {76},\n  pages        = {1219--1245},\n  year         = {2023},\n  url_Paper    = {https://doi.org/10.1613/jair.1.12847},\n  doi          = {10.1613/jair.1.12847},\n  keywords     = {AI and Justice, AI and Society, Homelessness}\n}\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n  <div class=\"bibbase_paper\" id=\"babus-das-lee-theoptimalallocationofcovid19vaccines-2023\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  <a href=\"https://cs.gmu.edu/\\%7esanmay/papers/vac_dist.pdf\"\n     onclick=\"return trackOutboundLink('publications', 'click', 'babus-das-lee-theoptimalallocationofcovid19vaccines-2023', 'https://cs.gmu.edu/\\%7esanmay/papers/vac_dist.pdf', event);\">\n    The optimal allocation of COVID-19 vaccines.\n  </a>\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  Babus, A.; <a class=\"bibbase author link\" href=\"https://cs.gmu.edu/~sanmay/papers.html\">Das, S.</a>;  and Lee, S.\n</span>\n\n  \n\n</span>\n\n  <i>Economics Letters</i>, 224: 111008.  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://cs.gmu.edu/\\%7esanmay/papers/vac_dist.pdf\"\n     onclick=\"log_download('babus-das-lee-theoptimalallocationofcovid19vaccines-2023', 'https://cs.gmu.edu/\\%7esanmay/papers/vac_dist.pdf', event.ctrlKey, event)\">\n    <img src=\"//bibbase.org/img/filetypes/pdf.svg\"\n\t     alt=\"The optimal allocation of COVID-19 vaccines [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/babus-das-lee-theoptimalallocationofcovid19vaccines-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('babus-das-lee-theoptimalallocationofcovid19vaccines-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{babus2023optimal,\n  title={The optimal allocation of {COVID-19} vaccines},\n  author={Babus, Ana and Das, Sanmay and Lee, SangMok},\n  journal={Economics Letters},\n  volume={224},\n  pages={111008},\n  year={2023},\n  url_Paper = {https://cs.gmu.edu/\\%7esanmay/papers/vac_dist.pdf}\n}\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n  <div class=\"bibbase_paper\" id=\"bajwa-das-testscoresclassroomperformanceandcapacityinacademicallyselectiveschoolprogramadmissions-2023\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  <a href=\"https://dl.acm.org/doi/10.1145/3617694.3623236\"\n     onclick=\"return trackOutboundLink('publications', 'click', 'bajwa-das-testscoresclassroomperformanceandcapacityinacademicallyselectiveschoolprogramadmissions-2023', 'https://dl.acm.org/doi/10.1145/3617694.3623236', event);\">\n    Test Scores, Classroom Performance, and Capacity in Academically Selective School Program Admissions.\n  </a>\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  Bajwa, N.;  and <a class=\"bibbase author link\" href=\"https://cs.gmu.edu/~sanmay/papers.html\">Das, S.</a>\n</span>\n\n  \n\n</span>\n\n  In <i>Proceedings of the 3rd ACM Conference on Equity and Access in Algorithms, Mechanisms, and Optimization</i>, pages 16:1–15,  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/10.1145/3617694.3623236\"\n     onclick=\"log_download('bajwa-das-testscoresclassroomperformanceandcapacityinacademicallyselectiveschoolprogramadmissions-2023', 'https://dl.acm.org/doi/10.1145/3617694.3623236', event.ctrlKey, event)\">\n    <img src=\"//bibbase.org/img/filetypes/link.svg\"\n\t     alt=\"Test Scores, Classroom Performance, and Capacity in Academically Selective School Program Admissions [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/bajwa-das-testscoresclassroomperformanceandcapacityinacademicallyselectiveschoolprogramadmissions-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('bajwa-das-testscoresclassroomperformanceandcapacityinacademicallyselectiveschoolprogramadmissions-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  \n  \n  \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{bajwa2023test,\n  title={Test Scores, Classroom Performance, and Capacity in Academically Selective School Program Admissions},\n  author={Bajwa, Nabit and Das, Sanmay},\n  booktitle={Proceedings of the 3rd ACM Conference on Equity and Access in Algorithms, Mechanisms, and Optimization},\n  pages={16:1--15},\n  year={2023},\n  keywords = {Fairness, AI and Justice, AI and Society},\n  url_Paper = {https://dl.acm.org/doi/10.1145/3617694.3623236}\n}\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n  <div class=\"bibbase_paper\" id=\"estornell-chen-das-liu-vorobeychik-incentivizingrecoursethroughauditinginstrategicclassification-2023\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  <a href=\"https://cs.gmu.edu/\\%7esanmay/papers/auditing_and_recourse.pdf\"\n     onclick=\"return trackOutboundLink('publications', 'click', 'estornell-chen-das-liu-vorobeychik-incentivizingrecoursethroughauditinginstrategicclassification-2023', 'https://cs.gmu.edu/\\%7esanmay/papers/auditing_and_recourse.pdf', event);\">\n    Incentivizing Recourse through Auditing in Strategic Classification.\n  </a>\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  Estornell, A.; Chen, Y.; <a class=\"bibbase author link\" href=\"https://cs.gmu.edu/~sanmay/papers.html\">Das, S.</a>; Liu, Y.;  and Vorobeychik, Y.\n</span>\n\n  \n\n</span>\n\n  In <i>Proceedings of the International Joint Conference on Artificial Intelligence</i>, pages 400–408,  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://cs.gmu.edu/\\%7esanmay/papers/auditing_and_recourse.pdf\"\n     onclick=\"log_download('estornell-chen-das-liu-vorobeychik-incentivizingrecoursethroughauditinginstrategicclassification-2023', 'https://cs.gmu.edu/\\%7esanmay/papers/auditing_and_recourse.pdf', event.ctrlKey, event)\">\n    <img src=\"//bibbase.org/img/filetypes/pdf.svg\"\n\t     alt=\"Incentivizing Recourse through Auditing in Strategic 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/estornell-chen-das-liu-vorobeychik-incentivizingrecoursethroughauditinginstrategicclassification-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>6 downloads</span>\n  </span>\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('estornell-chen-das-liu-vorobeychik-incentivizingrecoursethroughauditinginstrategicclassification-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  \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{estornell2023incentivizing,\nauthor = {Andrew Estornell and\n          Yatong Chen and\n\t  Sanmay Das and\n\t  Yang Liu and\n\t  Yevgeniy Vorobeychik},\n\t  title = {Incentivizing Recourse through Auditing in Strategic Classification},\n\t  booktitle = {Proceedings of the International Joint Conference on Artificial Intelligence},\n\t  year = {2023},\n          pages     = {400--408},\n\t  keywords = {Fairness, AI and Society},\n          url_Paper = {https://cs.gmu.edu/\\%7esanmay/papers/auditing_and_recourse.pdf}\n\t  }\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n  <div class=\"bibbase_paper\" id=\"estornell-das-liu-vorobeychik-groupfairclassificationwithstrategicagents-2023\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  <a href=\"https://dl.acm.org/doi/10.1145/3593013.3594006\"\n     onclick=\"return trackOutboundLink('publications', 'click', 'estornell-das-liu-vorobeychik-groupfairclassificationwithstrategicagents-2023', 'https://dl.acm.org/doi/10.1145/3593013.3594006', event);\">\n    Group-Fair Classification with Strategic Agents.\n  </a>\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  Estornell, A.; <a class=\"bibbase author link\" href=\"https://cs.gmu.edu/~sanmay/papers.html\">Das, S.</a>; Liu, Y.;  and Vorobeychik, Y.\n</span>\n\n  \n\n</span>\n\n  In <i>Proceedings of the ACM Conference on Fairness, Accountability, and Transparency</i>, pages 389–399,  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/10.1145/3593013.3594006\"\n     onclick=\"log_download('estornell-das-liu-vorobeychik-groupfairclassificationwithstrategicagents-2023', 'https://dl.acm.org/doi/10.1145/3593013.3594006', event.ctrlKey, event)\">\n    <img src=\"//bibbase.org/img/filetypes/link.svg\"\n\t     alt=\"Group-Fair Classification with Strategic Agents [link]\"\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/10.1145/3593013.3594006\"\n     onclick=\"log_download('estornell-das-liu-vorobeychik-groupfairclassificationwithstrategicagents-2023', 'http://doi.org/10.1145/3593013.3594006', event.ctrlKey)\"\n     class=\"bibbase doi link\">\n    <span>doi</span></a>\n  &nbsp;\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/estornell-das-liu-vorobeychik-groupfairclassificationwithstrategicagents-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('estornell-das-liu-vorobeychik-groupfairclassificationwithstrategicagents-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  \n  \n  \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{estornell2023group,\n  author       = {Andrew Estornell and\n                  Sanmay Das and\n                  Yang Liu and\n                  Yevgeniy Vorobeychik},\n  title        = {Group-Fair Classification with Strategic Agents},\n  booktitle    = {Proceedings of the {ACM} Conference on Fairness, Accountability,\n                  and Transparency},\n  pages        = {389--399},\n  year         = {2023},\n  doi          = {10.1145/3593013.3594006},\n  keywords     = {Fairness, AI and Justice, AI and Society},\n  url_Paper    = {https://dl.acm.org/doi/10.1145/3593013.3594006}\n}\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n  <div class=\"bibbase_paper\" id=\"estornell-das-juba-vorobeychik-popularizingfairnessgroupfairnessandindividualwelfare-2023\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  <a href=\"https://cs.gmu.edu/\\%7esanmay/papers/PopularFairness2023.pdf\"\n     onclick=\"return trackOutboundLink('publications', 'click', 'estornell-das-juba-vorobeychik-popularizingfairnessgroupfairnessandindividualwelfare-2023', 'https://cs.gmu.edu/\\%7esanmay/papers/PopularFairness2023.pdf', event);\">\n    Popularizing Fairness: Group Fairness and Individual Welfare.\n  </a>\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  Estornell, A.; <a class=\"bibbase author link\" href=\"https://cs.gmu.edu/~sanmay/papers.html\">Das, S.</a>; Juba, B.;  and Vorobeychik, Y.\n</span>\n\n  \n\n</span>\n\n  In <i>Proceedings of the AAAI Conference on Artificial Intelligence</i>, volume 37, pages 7485–7493,  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://cs.gmu.edu/\\%7esanmay/papers/PopularFairness2023.pdf\"\n     onclick=\"log_download('estornell-das-juba-vorobeychik-popularizingfairnessgroupfairnessandindividualwelfare-2023', 'https://cs.gmu.edu/\\%7esanmay/papers/PopularFairness2023.pdf', event.ctrlKey, event)\">\n    <img src=\"//bibbase.org/img/filetypes/pdf.svg\"\n\t     alt=\"Popularizing Fairness: Group Fairness and Individual Welfare [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/estornell-das-juba-vorobeychik-popularizingfairnessgroupfairnessandindividualwelfare-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('estornell-das-juba-vorobeychik-popularizingfairnessgroupfairnessandindividualwelfare-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  \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{estornell2023popularizing,\n  title={Popularizing Fairness: Group Fairness and Individual Welfare},\n  author={Estornell, Andrew and Das, Sanmay and Juba, Brendan and Vorobeychik, Yevgeniy},\n  booktitle={Proceedings of the AAAI Conference on Artificial Intelligence},\n  volume={37},\n  number={6},\n  pages={7485--7493},\n  year={2023},\n  keywords = {Fairness, AI and Society},\n  url_Paper = {https://cs.gmu.edu/\\%7esanmay/papers/PopularFairness2023.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_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        (5)\n        \n      </span>\n    </div>\n    <div class=\"bibbase_group_body\">\n      \n  \n  <div class=\"bibbase_paper\" id=\"das-sinclair-webster-yan-allmayoralpoliticsislocal-2022\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  <a href=\"https://cs.gmu.edu/\\%7esanmay/papers/nationalization_mayors.pdf\"\n     onclick=\"return trackOutboundLink('publications', 'click', 'das-sinclair-webster-yan-allmayoralpoliticsislocal-2022', 'https://cs.gmu.edu/\\%7esanmay/papers/nationalization_mayors.pdf', event);\">\n    All (Mayoral) Politics is Local?.\n  </a>\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  <a class=\"bibbase author link\" href=\"https://cs.gmu.edu/~sanmay/papers.html\">Das, S.</a>; Sinclair, B.; Webster, S. W.;  and Yan, H.\n</span>\n\n  \n\n</span>\n\n  <i>The Journal of Politics</i>, 84(2): 1021-1034.  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://cs.gmu.edu/\\%7esanmay/papers/nationalization_mayors.pdf\"\n     onclick=\"log_download('das-sinclair-webster-yan-allmayoralpoliticsislocal-2022', 'https://cs.gmu.edu/\\%7esanmay/papers/nationalization_mayors.pdf', event.ctrlKey, event)\">\n    <img src=\"//bibbase.org/img/filetypes/pdf.svg\"\n\t     alt=\"All (Mayoral) Politics is Local? [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/das-sinclair-webster-yan-allmayoralpoliticsislocal-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('das-sinclair-webster-yan-allmayoralpoliticsislocal-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{das2022all,\n  title = {All (Mayoral) Politics is Local?},\n  author = {Das, Sanmay and Sinclair, Betsy and Webster, Steven W. and Yan, Hao},\n  journal = {The Journal of Politics},\n  year = {2022},\n  volume = {84},\n  number = {2},\n  pages = {1021-1034},\n  url_Paper = {https://cs.gmu.edu/\\%7esanmay/papers/nationalization_mayors.pdf}\n}\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n  <div class=\"bibbase_paper\" id=\"acharya-sikdar-das-rangwala-gensynamultistageframeworkforgeneratingsyntheticmicrodatausingmacrodatasources-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/2212.05975\"\n     onclick=\"return trackOutboundLink('publications', 'click', 'acharya-sikdar-das-rangwala-gensynamultistageframeworkforgeneratingsyntheticmicrodatausingmacrodatasources-2022', 'https://arxiv.org/pdf/2212.05975', event);\">\n    GenSyn: A Multi-stage Framework for Generating Synthetic Microdata using Macro Data Sources.\n  </a>\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  Acharya, A.; Sikdar, S.; <a class=\"bibbase author link\" href=\"https://cs.gmu.edu/~sanmay/papers.html\">Das, S.</a>;  and Rangwala, H.\n</span>\n\n  \n\n</span>\n\n  In <i>IEEE International Conference on Big Data</i>, pages 685–692,  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://arxiv.org/pdf/2212.05975\"\n     onclick=\"log_download('acharya-sikdar-das-rangwala-gensynamultistageframeworkforgeneratingsyntheticmicrodatausingmacrodatasources-2022', 'https://arxiv.org/pdf/2212.05975', event.ctrlKey, event)\">\n    <img src=\"//bibbase.org/img/filetypes/link.svg\"\n\t     alt=\"GenSyn: A Multi-stage Framework for Generating Synthetic Microdata using Macro Data Sources [link]\"\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/BigData55660.2022.10021001\"\n     onclick=\"log_download('acharya-sikdar-das-rangwala-gensynamultistageframeworkforgeneratingsyntheticmicrodatausingmacrodatasources-2022', 'http://doi.org/10.1109/BigData55660.2022.10021001', event.ctrlKey)\"\n     class=\"bibbase doi link\">\n    <span>doi</span></a>\n  &nbsp;\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/acharya-sikdar-das-rangwala-gensynamultistageframeworkforgeneratingsyntheticmicrodatausingmacrodatasources-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>4 downloads</span>\n  </span>\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('acharya-sikdar-das-rangwala-gensynamultistageframeworkforgeneratingsyntheticmicrodatausingmacrodatasources-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  \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{acharya2022gensyn,\n  author       = {Angeela Acharya and\n                  Siddhartha Sikdar and\n                  Sanmay Das and\n                  Huzefa Rangwala},\n   title        = {GenSyn: {A} Multi-stage Framework for Generating Synthetic Microdata\n                  using Macro Data Sources},\n  booktitle    = {{IEEE} International Conference on Big Data},\n  pages        = {685--692},\n  year         = {2022},\n  url_Paper    = {https://arxiv.org/pdf/2212.05975},\n  doi          = {10.1109/BigData55660.2022.10021001},\n  keywords     = {Synthetic Data},\n}\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n  <div class=\"bibbase_paper\" id=\"kube-das-fowler-vorobeychik-justresourceallocationhowalgorithmicpredictionsandhumannotionsofjusticeinteract-2022\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  <a href=\"https://dl.acm.org/doi/10.1145/3490486.3538305\"\n     onclick=\"return trackOutboundLink('publications', 'click', 'kube-das-fowler-vorobeychik-justresourceallocationhowalgorithmicpredictionsandhumannotionsofjusticeinteract-2022', 'https://dl.acm.org/doi/10.1145/3490486.3538305', event);\">\n    Just Resource Allocation? How Algorithmic Predictions and Human Notions of Justice Interact.\n  </a>\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  Kube, A.; <a class=\"bibbase author link\" href=\"https://cs.gmu.edu/~sanmay/papers.html\">Das, S.</a>; Fowler, P. J;  and Vorobeychik, Y.\n</span>\n\n  \n\n</span>\n\n  In <i>Proceedings of the ACM Conference on Economics and Computation</i>, pages 1184-1242,  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://dl.acm.org/doi/10.1145/3490486.3538305\"\n     onclick=\"log_download('kube-das-fowler-vorobeychik-justresourceallocationhowalgorithmicpredictionsandhumannotionsofjusticeinteract-2022', 'https://dl.acm.org/doi/10.1145/3490486.3538305', event.ctrlKey, event)\">\n    <img src=\"//bibbase.org/img/filetypes/link.svg\"\n\t     alt=\"Just Resource Allocation? How Algorithmic Predictions and Human Notions of Justice Interact [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/kube-das-fowler-vorobeychik-justresourceallocationhowalgorithmicpredictionsandhumannotionsofjusticeinteract-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>11 downloads</span>\n  </span>\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('kube-das-fowler-vorobeychik-justresourceallocationhowalgorithmicpredictionsandhumannotionsofjusticeinteract-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  \n  \n  \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{kube2022just,\nauthor = {Kube, Amanda and Das, Sanmay and Fowler, Patrick J and Vorobeychik, Yevgeniy},\ntitle = {Just Resource Allocation? How Algorithmic Predictions and Human Notions of Justice Interact},\nbooktitle = {Proceedings of the ACM Conference on Economics and Computation},\nyear = {2022},\nurl_Paper = {https://dl.acm.org/doi/10.1145/3490486.3538305},\nkeywords = {AI and Justice, AI and Society, Homelessness},\npages = {1184-1242}\n}\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n  <div class=\"bibbase_paper\" id=\"mashiat-gitiaux-rangwala-fowler-das-tradeoffsbetweengroupfairnessmetricsinsocietalresourceallocation-2022\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  <a href=\"https://dl.acm.org/doi/10.1145/3531146.3533171\"\n     onclick=\"return trackOutboundLink('publications', 'click', 'mashiat-gitiaux-rangwala-fowler-das-tradeoffsbetweengroupfairnessmetricsinsocietalresourceallocation-2022', 'https://dl.acm.org/doi/10.1145/3531146.3533171', event);\">\n    Trade-offs between Group Fairness Metrics in Societal Resource Allocation.\n  </a>\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  Mashiat, T.; Gitiaux, X.; Rangwala, H.; Fowler, P. J;  and <a class=\"bibbase author link\" href=\"https://cs.gmu.edu/~sanmay/papers.html\">Das, S.</a>\n</span>\n\n  \n\n</span>\n\n  In <i>Proceedings of the ACM Conference on Fairness, Accountability, and Transparency</i>, pages 1095-1105,  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://dl.acm.org/doi/10.1145/3531146.3533171\"\n     onclick=\"log_download('mashiat-gitiaux-rangwala-fowler-das-tradeoffsbetweengroupfairnessmetricsinsocietalresourceallocation-2022', 'https://dl.acm.org/doi/10.1145/3531146.3533171', event.ctrlKey, event)\">\n    <img src=\"//bibbase.org/img/filetypes/link.svg\"\n\t     alt=\"Trade-offs between Group Fairness Metrics in Societal Resource Allocation [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/mashiat-gitiaux-rangwala-fowler-das-tradeoffsbetweengroupfairnessmetricsinsocietalresourceallocation-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>9 downloads</span>\n  </span>\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('mashiat-gitiaux-rangwala-fowler-das-tradeoffsbetweengroupfairnessmetricsinsocietalresourceallocation-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  \n  \n  \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{mashiat2022tradeoffs,\nauthor = {Mashiat, Tasfia and Gitiaux, Xavier and Rangwala, Huzefa and Fowler, Patrick J and Das, Sanmay},\ntitle = {Trade-offs between Group Fairness Metrics in Societal Resource Allocation},\nbooktitle = {Proceedings of the ACM Conference on Fairness, Accountability, and Transparency},\nyear = {2022},\nkeywords = {AI and Justice, AI and Society, Homelessness},\nurl_Paper = {https://dl.acm.org/doi/10.1145/3531146.3533171},\npages = {1095-1105}\n}\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n  <div class=\"bibbase_paper\" id=\"das-localjusticeandthealgorithmicallocationofscarcesocietalresources-2022\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  <a href=\"https://cs.gmu.edu/\\%7esanmay/papers/localjustice.pdf\"\n     onclick=\"return trackOutboundLink('publications', 'click', 'das-localjusticeandthealgorithmicallocationofscarcesocietalresources-2022', 'https://cs.gmu.edu/\\%7esanmay/papers/localjustice.pdf', event);\">\n    Local Justice and the Algorithmic Allocation of Scarce Societal Resources.\n  </a>\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  <a class=\"bibbase author link\" href=\"https://cs.gmu.edu/~sanmay/papers.html\">Das, S.</a>\n</span>\n\n  \n\n</span>\n\n  In <i>Proceedings of the AAAI Conference on Artificial Intelligence</i>, pages 12250-12255,  2022. \n  <span class=\"note\">Awarded Best Blue Sky Paper.</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://cs.gmu.edu/\\%7esanmay/papers/localjustice.pdf\"\n     onclick=\"log_download('das-localjusticeandthealgorithmicallocationofscarcesocietalresources-2022', 'https://cs.gmu.edu/\\%7esanmay/papers/localjustice.pdf', event.ctrlKey, event)\">\n    <img src=\"//bibbase.org/img/filetypes/pdf.svg\"\n\t     alt=\"Local Justice and the Algorithmic Allocation of Scarce Societal Resources [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/das-localjusticeandthealgorithmicallocationofscarcesocietalresources-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>29 downloads</span>\n  </span>\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('das-localjusticeandthealgorithmicallocationofscarcesocietalresources-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  \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{das2022local,\nauthor = {Das, Sanmay},\ntitle = {Local Justice and the Algorithmic Allocation of Scarce Societal Resources},\nbooktitle = {Proceedings of the AAAI Conference on Artificial Intelligence},\nyear = {2022},\nkeywords = {AI and Justice},\nurl_Paper = {https://cs.gmu.edu/\\%7esanmay/papers/localjustice.pdf},\npages = {12250-12255},\nnote = {Awarded Best Blue Sky Paper.}\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        (3)\n        \n      </span>\n    </div>\n    <div class=\"bibbase_group_body\">\n      \n  \n  <div class=\"bibbase_paper\" id=\"dong-das-fowler-ho-efficientnonmyopiconlineallocationofscarcereusableresources-2021\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  <a href=\"https://cs.gmu.edu/\\%7esanmay/papers/nonmyopic_reusable.pdf\"\n     onclick=\"return trackOutboundLink('publications', 'click', 'dong-das-fowler-ho-efficientnonmyopiconlineallocationofscarcereusableresources-2021', 'https://cs.gmu.edu/\\%7esanmay/papers/nonmyopic_reusable.pdf', event);\">\n    Efficient Nonmyopic Online Allocation of Scarce Reusable Resources.\n  </a>\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  Dong, Z.; <a class=\"bibbase author link\" href=\"https://cs.gmu.edu/~sanmay/papers.html\">Das, S.</a>; Fowler, P.;  and Ho, C.\n</span>\n\n  \n\n</span>\n\n  In <i>Proceedings of the International Joint Conference on Autonomous Agents and Multiagent Systems</i>, pages 447-445,  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://cs.gmu.edu/\\%7esanmay/papers/nonmyopic_reusable.pdf\"\n     onclick=\"log_download('dong-das-fowler-ho-efficientnonmyopiconlineallocationofscarcereusableresources-2021', 'https://cs.gmu.edu/\\%7esanmay/papers/nonmyopic_reusable.pdf', event.ctrlKey, event)\">\n    <img src=\"//bibbase.org/img/filetypes/pdf.svg\"\n\t     alt=\"Efficient Nonmyopic Online Allocation of Scarce Reusable Resources [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/dong-das-fowler-ho-efficientnonmyopiconlineallocationofscarcereusableresources-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>11 downloads</span>\n  </span>\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('dong-das-fowler-ho-efficientnonmyopiconlineallocationofscarcereusableresources-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  \n  \n  \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{dong2021efficient,\nauthor = {Dong, Zehao and Das, Sanmay and Fowler, Patrick and Ho, Chien-Ju},\ntitle = {Efficient Nonmyopic Online Allocation of Scarce Reusable Resources},\nbooktitle = {Proceedings of the International Joint Conference on Autonomous Agents and Multiagent Systems},\nyear = {2021},\npages = {447-445},\nkeywords = {Matching, AI and Justice, Reinforcement Learning},\nurl_Paper = {https://cs.gmu.edu/\\%7esanmay/papers/nonmyopic_reusable.pdf}\n}\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n  <div class=\"bibbase_paper\" id=\"nguyen-das-garnett-scarcesocietalresourceallocationandthepriceoflocaljustice-2021\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  <a href=\"https://cs.gmu.edu/\\%7esanmay/papers/SSRA_AAAI.pdf\"\n     onclick=\"return trackOutboundLink('publications', 'click', 'nguyen-das-garnett-scarcesocietalresourceallocationandthepriceoflocaljustice-2021', 'https://cs.gmu.edu/\\%7esanmay/papers/SSRA_AAAI.pdf', event);\">\n    Scarce Societal Resource Allocation and the Price of (Local) Justice.\n  </a>\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  Nguyen, Q.; <a class=\"bibbase author link\" href=\"https://cs.gmu.edu/~sanmay/papers.html\">Das, S.</a>;  and Garnett, R.\n</span>\n\n  \n\n</span>\n\n  In <i>Proceedings of the AAAI Conference on Artificial Intelligence</i>, pages 5628-5636,  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://cs.gmu.edu/\\%7esanmay/papers/SSRA_AAAI.pdf\"\n     onclick=\"log_download('nguyen-das-garnett-scarcesocietalresourceallocationandthepriceoflocaljustice-2021', 'https://cs.gmu.edu/\\%7esanmay/papers/SSRA_AAAI.pdf', event.ctrlKey, event)\">\n    <img src=\"//bibbase.org/img/filetypes/pdf.svg\"\n\t     alt=\"Scarce Societal Resource Allocation and the Price of (Local) Justice [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-das-garnett-scarcesocietalresourceallocationandthepriceoflocaljustice-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('nguyen-das-garnett-scarcesocietalresourceallocationandthepriceoflocaljustice-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  \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{nguyen2021scarce,\nauthor = {Nguyen, Quan and Das, Sanmay and Garnett, Roman},\ntitle = {Scarce Societal Resource Allocation and the Price of (Local) Justice},\nbooktitle = {Proceedings of the AAAI Conference on Artificial Intelligence},\nyear = {2021},\npages = {5628-5636},\nurl_Paper = {https://cs.gmu.edu/\\%7esanmay/papers/SSRA_AAAI.pdf},\nkeywords = {Matching, AI and Justice}\n}\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n  <div class=\"bibbase_paper\" id=\"estornell-das-vorobeychik-incentivizingtruthfulnessthroughauditsinstrategicclassification-2021\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  <a href=\"https://cs.gmu.edu/\\%7esanmay/papers/Audits_AAAI.pdf\"\n     onclick=\"return trackOutboundLink('publications', 'click', 'estornell-das-vorobeychik-incentivizingtruthfulnessthroughauditsinstrategicclassification-2021', 'https://cs.gmu.edu/\\%7esanmay/papers/Audits_AAAI.pdf', event);\">\n    Incentivizing Truthfulness Through Audits in Strategic Classification.\n  </a>\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  Estornell, A.; <a class=\"bibbase author link\" href=\"https://cs.gmu.edu/~sanmay/papers.html\">Das, S.</a>;  and Vorobeychik, Y.\n</span>\n\n  \n\n</span>\n\n  In <i>Proceedings of the AAAI Conference on Artificial Intelligence</i>, pages 5347-5354,  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://cs.gmu.edu/\\%7esanmay/papers/Audits_AAAI.pdf\"\n     onclick=\"log_download('estornell-das-vorobeychik-incentivizingtruthfulnessthroughauditsinstrategicclassification-2021', 'https://cs.gmu.edu/\\%7esanmay/papers/Audits_AAAI.pdf', event.ctrlKey, event)\">\n    <img src=\"//bibbase.org/img/filetypes/pdf.svg\"\n\t     alt=\"Incentivizing Truthfulness Through Audits in Strategic 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/estornell-das-vorobeychik-incentivizingtruthfulnessthroughauditsinstrategicclassification-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>18 downloads</span>\n  </span>\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('estornell-das-vorobeychik-incentivizingtruthfulnessthroughauditsinstrategicclassification-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  \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{estornell2021incentivizing,\nauthor = {Estornell, Andrew and Das, Sanmay and Vorobeychik, Yevgeniy},\ntitle = {Incentivizing Truthfulness Through Audits in Strategic Classification},\nbooktitle = {Proceedings of the AAAI Conference on Artificial Intelligence},\nyear = {2021},\npages = {5347-5354},\nurl_Paper = {https://cs.gmu.edu/\\%7esanmay/papers/Audits_AAAI.pdf},\nkeywords = {Algorithmic Game Theory, AI and Justice}\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        (2)\n        \n      </span>\n    </div>\n    <div class=\"bibbase_group_body\">\n      \n  \n  <div class=\"bibbase_paper\" id=\"estornell-das-elkind-vorobeychik-electioncontrolbymanipulatingissuesignificance-2020\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  <a href=\"http://proceedings.mlr.press/v124/estornell20a/estornell20a.pdf\"\n     onclick=\"return trackOutboundLink('publications', 'click', 'estornell-das-elkind-vorobeychik-electioncontrolbymanipulatingissuesignificance-2020', 'http://proceedings.mlr.press/v124/estornell20a/estornell20a.pdf', event);\">\n    Election Control by Manipulating Issue Significance.\n  </a>\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  Estornell, A.; <a class=\"bibbase author link\" href=\"https://cs.gmu.edu/~sanmay/papers.html\">Das, S.</a>; Elkind, E.;  and Vorobeychik, Y.\n</span>\n\n  \n\n</span>\n\n  In <i>Proceedings of the Conference on Uncertainty in Artificial Intelligence</i>, pages 340–349,  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://proceedings.mlr.press/v124/estornell20a/estornell20a.pdf\"\n     onclick=\"log_download('estornell-das-elkind-vorobeychik-electioncontrolbymanipulatingissuesignificance-2020', 'http://proceedings.mlr.press/v124/estornell20a/estornell20a.pdf', event.ctrlKey, event)\">\n    <img src=\"//bibbase.org/img/filetypes/pdf.svg\"\n\t     alt=\"Election Control by Manipulating Issue Significance [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/estornell-das-elkind-vorobeychik-electioncontrolbymanipulatingissuesignificance-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>13 downloads</span>\n  </span>\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('estornell-das-elkind-vorobeychik-electioncontrolbymanipulatingissuesignificance-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  \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{estornell2020election,\nauthor={Estornell, Andrew and Das, Sanmay and Elkind, Edith and Vorobeychik, Yevgeniy},\ntitle={Election Control by Manipulating Issue Significance},\nbooktitle={Proceedings of the Conference on Uncertainty in Artificial Intelligence},\nyear={2020},\npages={340--349},\nurl_Paper = {http://proceedings.mlr.press/v124/estornell20a/estornell20a.pdf},\nkeywords = {Algorithmic Game Theory, Voting}\n}\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n  <div class=\"bibbase_paper\" id=\"estornell-das-vorobeychik-deceptionthroughhalftruths-2020\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  <a href=\"https://cs.gmu.edu/\\%7esanmay/papers/deception_half_truths.pdf\"\n     onclick=\"return trackOutboundLink('publications', 'click', 'estornell-das-vorobeychik-deceptionthroughhalftruths-2020', 'https://cs.gmu.edu/\\%7esanmay/papers/deception_half_truths.pdf', event);\">\n    Deception through Half-Truths.\n  </a>\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  Estornell, A.; <a class=\"bibbase author link\" href=\"https://cs.gmu.edu/~sanmay/papers.html\">Das, S.</a>;  and Vorobeychik, Y.\n</span>\n\n  \n\n</span>\n\n  In <i>Proceedings of the AAAI Conference on Artificial Intelligence</i>, pages 10110–10117,  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://cs.gmu.edu/\\%7esanmay/papers/deception_half_truths.pdf\"\n     onclick=\"log_download('estornell-das-vorobeychik-deceptionthroughhalftruths-2020', 'https://cs.gmu.edu/\\%7esanmay/papers/deception_half_truths.pdf', event.ctrlKey, event)\">\n    <img src=\"//bibbase.org/img/filetypes/pdf.svg\"\n\t     alt=\"Deception through Half-Truths [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/estornell-das-vorobeychik-deceptionthroughhalftruths-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>18 downloads</span>\n  </span>\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('estornell-das-vorobeychik-deceptionthroughhalftruths-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  \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{estornell2020deception,\nauthor={Estornell, Andrew and Das, Sanmay and Vorobeychik, Yevgeniy},\ntitle={Deception through Half-Truths},\nbooktitle={Proceedings of the AAAI Conference on Artificial Intelligence},\npages={10110--10117},\nyear={2020},\nurl_Paper = {https://cs.gmu.edu/\\%7esanmay/papers/deception_half_truths.pdf},\nkeywords = {Algorithmic Game Theory, Voting}\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        (6)\n        \n      </span>\n    </div>\n    <div class=\"bibbase_group_body\">\n      \n  \n  <div class=\"bibbase_paper\" id=\"yan-fitzsimmonscraft-goodman-krauss-das-cavazosrehg-automaticdetectionofeatingdisorderrelatedsocialmediapoststhatcouldbenefitfromamentalhealthintervention-2019\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  <a href=\"https://onlinelibrary.wiley.com/doi/abs/10.1002/eat.23148\"\n     onclick=\"return trackOutboundLink('publications', 'click', 'yan-fitzsimmonscraft-goodman-krauss-das-cavazosrehg-automaticdetectionofeatingdisorderrelatedsocialmediapoststhatcouldbenefitfromamentalhealthintervention-2019', 'https://onlinelibrary.wiley.com/doi/abs/10.1002/eat.23148', event);\">\n    Automatic detection of eating disorder-related social media posts that could benefit from a mental health intervention.\n  </a>\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  Yan, H.; Fitzsimmons-Craft, E. E; Goodman, M.; Krauss, M.; <a class=\"bibbase author link\" href=\"https://cs.gmu.edu/~sanmay/papers.html\">Das, S.</a>;  and Cavazos-Rehg, P.\n</span>\n\n  \n\n</span>\n\n  <i>International Journal of Eating Disorders</i>, 52(10): 1150–1156.  2019.\n  <span class=\"note\">Awarded IJED’s 2019 Best Original Research Paper by an Early Career Scholar 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://onlinelibrary.wiley.com/doi/abs/10.1002/eat.23148\"\n     onclick=\"log_download('yan-fitzsimmonscraft-goodman-krauss-das-cavazosrehg-automaticdetectionofeatingdisorderrelatedsocialmediapoststhatcouldbenefitfromamentalhealthintervention-2019', 'https://onlinelibrary.wiley.com/doi/abs/10.1002/eat.23148', event.ctrlKey, event)\">\n    <img src=\"//bibbase.org/img/filetypes/link.svg\"\n\t     alt=\"Automatic detection of eating disorder-related social media posts that could benefit from a mental health intervention [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/yan-fitzsimmonscraft-goodman-krauss-das-cavazosrehg-automaticdetectionofeatingdisorderrelatedsocialmediapoststhatcouldbenefitfromamentalhealthintervention-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>10 downloads</span>\n  </span>\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('yan-fitzsimmonscraft-goodman-krauss-das-cavazosrehg-automaticdetectionofeatingdisorderrelatedsocialmediapoststhatcouldbenefitfromamentalhealthintervention-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  \n  \n  \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{yan2019automatic,\n  title={Automatic detection of eating disorder-related social media posts that could benefit from a mental health intervention},\n  author={Yan, Hao and Fitzsimmons-Craft, Ellen E and Goodman, Micah and Krauss, Melissa and Das, Sanmay and Cavazos-Rehg, Patricia},\n  journal={International Journal of Eating Disorders},\n  year = {2019},\n volume={52},\n  number={10},\n  pages={1150--1156},\n  note = {Awarded IJED’s 2019 Best Original Research Paper by an Early Career Scholar award.},\n  publisher={Wiley Online Library},\n  url_Paper = {https://onlinelibrary.wiley.com/doi/abs/10.1002/eat.23148},\n  keywords = {Text Analytics, Social Media, Supervised Learning}\n}\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n  <div class=\"bibbase_paper\" id=\"fowler-hovmand-marcal-das-solvinghomelessnessfromacomplexsystemsperspectiveinsightsforpreventionresponses-2019\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  <a href=\"https://doi.org/10.1146/annurev-publhealth-040617-013553\"\n     onclick=\"return trackOutboundLink('publications', 'click', 'fowler-hovmand-marcal-das-solvinghomelessnessfromacomplexsystemsperspectiveinsightsforpreventionresponses-2019', 'https://doi.org/10.1146/annurev-publhealth-040617-013553', event);\">\n    Solving homelessness from a complex systems perspective: Insights for prevention responses.\n  </a>\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  Fowler, P. J.; Hovmand, P. S.; Marcal, K. E.;  and <a class=\"bibbase author link\" href=\"https://cs.gmu.edu/~sanmay/papers.html\">Das, S.</a>\n</span>\n\n  \n\n</span>\n\n  <i>Annual Review of Public Health</i>, 40: 465-486.  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://doi.org/10.1146/annurev-publhealth-040617-013553\"\n     onclick=\"log_download('fowler-hovmand-marcal-das-solvinghomelessnessfromacomplexsystemsperspectiveinsightsforpreventionresponses-2019', 'https://doi.org/10.1146/annurev-publhealth-040617-013553', event.ctrlKey, event)\">\n    <img src=\"//bibbase.org/img/filetypes/link.svg\"\n\t     alt=\"Solving homelessness from a complex systems perspective: Insights for prevention responses [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/fowler-hovmand-marcal-das-solvinghomelessnessfromacomplexsystemsperspectiveinsightsforpreventionresponses-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('fowler-hovmand-marcal-das-solvinghomelessnessfromacomplexsystemsperspectiveinsightsforpreventionresponses-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  \n  \n  \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{fowler2019solving,\nauthor = {Fowler, Patrick J. and Hovmand, Peter S. and Marcal, Katherine E. and  Das, Sanmay},\ntitle = {Solving homelessness from a complex systems perspective: Insights for prevention responses},\njournal = {Annual Review of Public Health},\nyear = {2019},\nvolume = {40},\npages = {465-486},\nurl_Paper = {https://doi.org/10.1146/annurev-publhealth-040617-013553},\nkeywords = {Homelessness, Multi-Agent Simulation and Modeling, System Dynamics}\n}\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n  <div class=\"bibbase_paper\" id=\"yan-das-lavoie-li-sinclair-thecongressionalclassificationchallengedomainspecificityandpartisanintensity-2019\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  <a href=\"https://cs.gmu.edu/\\%7esanmay/papers/partisanship-from-text.pdf\"\n     onclick=\"return trackOutboundLink('publications', 'click', 'yan-das-lavoie-li-sinclair-thecongressionalclassificationchallengedomainspecificityandpartisanintensity-2019', 'https://cs.gmu.edu/\\%7esanmay/papers/partisanship-from-text.pdf', event);\">\n    The Congressional Classification Challenge: Domain Specificity and Partisan Intensity.\n  </a>\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  Yan, H.; <a class=\"bibbase author link\" href=\"https://cs.gmu.edu/~sanmay/papers.html\">Das, S.</a>; Lavoie, A.; Li, S.;  and Sinclair, B.\n</span>\n\n  \n\n</span>\n\n  In <i>Proceedings of the ACM Conference on Economics and Computation</i>, pages 71-89,  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://cs.gmu.edu/\\%7esanmay/papers/partisanship-from-text.pdf\"\n     onclick=\"log_download('yan-das-lavoie-li-sinclair-thecongressionalclassificationchallengedomainspecificityandpartisanintensity-2019', 'https://cs.gmu.edu/\\%7esanmay/papers/partisanship-from-text.pdf', event.ctrlKey, event)\">\n    <img src=\"//bibbase.org/img/filetypes/pdf.svg\"\n\t     alt=\"The Congressional Classification Challenge: Domain Specificity and Partisan Intensity [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/yan-das-lavoie-li-sinclair-thecongressionalclassificationchallengedomainspecificityandpartisanintensity-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>12 downloads</span>\n  </span>\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('yan-das-lavoie-li-sinclair-thecongressionalclassificationchallengedomainspecificityandpartisanintensity-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  \n  \n  \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{yan2019congressional,\n  author = {Hao Yan and Sanmay Das and Allen Lavoie and Sirui Li and Betsy Sinclair},\n title = {The Congressional Classification Challenge: Domain Specificity and Partisan Intensity},\n   booktitle = {Proceedings of the ACM Conference on Economics and Computation},\n  year = {2019},\n  url_Paper = {https://cs.gmu.edu/\\%7esanmay/papers/partisanship-from-text.pdf},\n  keywords = {Text Classification, US Politics, Social Media},\n  pages = {71-89}\n}\n\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n  <div class=\"bibbase_paper\" id=\"li-lieberman-macke-carrillo-ho-wellen-das-incorporatingcompatiblepairsinkidneyexchangeadynamicweightedmatchingmodel-2019\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  <a href=\"https://cs.gmu.edu/\\%7esanmay/papers/compatible-kidex.pdf\"\n     onclick=\"return trackOutboundLink('publications', 'click', 'li-lieberman-macke-carrillo-ho-wellen-das-incorporatingcompatiblepairsinkidneyexchangeadynamicweightedmatchingmodel-2019', 'https://cs.gmu.edu/\\%7esanmay/papers/compatible-kidex.pdf', event);\">\n    Incorporating Compatible Pairs in Kidney Exchange: A Dynamic Weighted Matching Model.\n  </a>\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  Li, Z.; Lieberman, K.; Macke, W.; Carrillo, S.; Ho, C.; Wellen, J.;  and <a class=\"bibbase author link\" href=\"https://cs.gmu.edu/~sanmay/papers.html\">Das, S.</a>\n</span>\n\n  \n\n</span>\n\n  In <i>Proceedings of the ACM Conference on Economics and Computation</i>, pages 349-367,  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://cs.gmu.edu/\\%7esanmay/papers/compatible-kidex.pdf\"\n     onclick=\"log_download('li-lieberman-macke-carrillo-ho-wellen-das-incorporatingcompatiblepairsinkidneyexchangeadynamicweightedmatchingmodel-2019', 'https://cs.gmu.edu/\\%7esanmay/papers/compatible-kidex.pdf', event.ctrlKey, event)\">\n    <img src=\"//bibbase.org/img/filetypes/pdf.svg\"\n\t     alt=\"Incorporating Compatible Pairs in Kidney Exchange: A Dynamic Weighted Matching 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/li-lieberman-macke-carrillo-ho-wellen-das-incorporatingcompatiblepairsinkidneyexchangeadynamicweightedmatchingmodel-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('li-lieberman-macke-carrillo-ho-wellen-das-incorporatingcompatiblepairsinkidneyexchangeadynamicweightedmatchingmodel-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  \n  \n  \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{li2019incorporating,\n  author = {Zhuoshu Li and Kelsey Lieberman and William Macke and Sofia Carrillo and Chien-Ju Ho and Jason Wellen and Sanmay Das},\n  title = {Incorporating Compatible Pairs in Kidney Exchange: A Dynamic Weighted Matching Model},\n  booktitle = {Proceedings of the ACM Conference on Economics and Computation},\n  year = {2019},\n  url_Paper = {https://cs.gmu.edu/\\%7esanmay/papers/compatible-kidex.pdf},\n  keywords = {Matching, Market Design, Kidney Exchange},\n  pages = {349-367}\n}\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n  <div class=\"bibbase_paper\" id=\"kube-das-fowler-allocatinginterventionsbasedonpredictedoutcomesacasestudyonhomelessnessservices-2019\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  <a href=\"https://cs.gmu.edu/\\%7esanmay/papers/allocating-interventions-homelessness.pdf\"\n     onclick=\"return trackOutboundLink('publications', 'click', 'kube-das-fowler-allocatinginterventionsbasedonpredictedoutcomesacasestudyonhomelessnessservices-2019', 'https://cs.gmu.edu/\\%7esanmay/papers/allocating-interventions-homelessness.pdf', event);\">\n    Allocating Interventions Based on Predicted Outcomes: A Case Study on Homelessness Services.\n  </a>\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  Kube, A.; <a class=\"bibbase author link\" href=\"https://cs.gmu.edu/~sanmay/papers.html\">Das, S.</a>;  and Fowler, P. J.\n</span>\n\n  \n\n</span>\n\n  In <i>Proceedings of the AAAI Conference on Artificial Intelligence</i>, pages 622-629,  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://cs.gmu.edu/\\%7esanmay/papers/allocating-interventions-homelessness.pdf\"\n     onclick=\"log_download('kube-das-fowler-allocatinginterventionsbasedonpredictedoutcomesacasestudyonhomelessnessservices-2019', 'https://cs.gmu.edu/\\%7esanmay/papers/allocating-interventions-homelessness.pdf', event.ctrlKey, event)\">\n    <img src=\"//bibbase.org/img/filetypes/pdf.svg\"\n\t     alt=\"Allocating Interventions Based on Predicted Outcomes: A Case Study on Homelessness Services [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/kube-das-fowler-allocatinginterventionsbasedonpredictedoutcomesacasestudyonhomelessnessservices-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>12 downloads</span>\n  </span>\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('kube-das-fowler-allocatinginterventionsbasedonpredictedoutcomesacasestudyonhomelessnessservices-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  \n  \n  \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{kube2019allocating,\n  author = {Amanda Kube and Sanmay Das and Patrick J. Fowler},\n  title = {Allocating Interventions Based on Predicted Outcomes: A Case Study on Homelessness Services},\n  booktitle = {Proceedings of the AAAI Conference on Artificial Intelligence},\n  pages = {622-629},\n  year = {2019},\n  url_Paper = {https://cs.gmu.edu/\\%7esanmay/papers/allocating-interventions-homelessness.pdf},\n  keywords = {Homelessness, Causality, Matching},\n}\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n  <div class=\"bibbase_paper\" id=\"li-das-revenueenhancementviaasymmetricsignalingininterdependentvalueauctions-2019\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  <a href=\"https://cs.gmu.edu/\\%7esanmay/papers/aaai2019-signal-structure.pdf\"\n     onclick=\"return trackOutboundLink('publications', 'click', 'li-das-revenueenhancementviaasymmetricsignalingininterdependentvalueauctions-2019', 'https://cs.gmu.edu/\\%7esanmay/papers/aaai2019-signal-structure.pdf', event);\">\n    Revenue Enhancement Via Asymmetric Signaling in Interdependent-Value Auctions.\n  </a>\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  Li, Z.;  and <a class=\"bibbase author link\" href=\"https://cs.gmu.edu/~sanmay/papers.html\">Das, S.</a>\n</span>\n\n  \n\n</span>\n\n  In <i>Proceedings of the AAAI Conference on Artificial Intelligence</i>, pages 2093-2100,  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://cs.gmu.edu/\\%7esanmay/papers/aaai2019-signal-structure.pdf\"\n     onclick=\"log_download('li-das-revenueenhancementviaasymmetricsignalingininterdependentvalueauctions-2019', 'https://cs.gmu.edu/\\%7esanmay/papers/aaai2019-signal-structure.pdf', event.ctrlKey, event)\">\n    <img src=\"//bibbase.org/img/filetypes/pdf.svg\"\n\t     alt=\"Revenue Enhancement Via Asymmetric Signaling in Interdependent-Value Auctions [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-das-revenueenhancementviaasymmetricsignalingininterdependentvalueauctions-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('li-das-revenueenhancementviaasymmetricsignalingininterdependentvalueauctions-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  \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{li2019signal,\n  author = {Zhuoshu Li and Sanmay Das},\n  title = {Revenue Enhancement Via Asymmetric Signaling in Interdependent-Value Auctions},\n  booktitle = {Proceedings of the AAAI Conference on Artificial Intelligence},\n  pages = {2093-2100},\n  year = {2019},\n  url_Paper = {https://cs.gmu.edu/\\%7esanmay/papers/aaai2019-signal-structure.pdf},\n  keywords = {Information Design, Auctions},\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        (4)\n        \n      </span>\n    </div>\n    <div class=\"bibbase_group_body\">\n      \n  \n  <div class=\"bibbase_paper\" id=\"li-gupta-das-dickerson-equilibriumbehaviorincompetingdynamicmatchingmarkets-2018\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  <a href=\"https://cs.gmu.edu/\\%7esanmay/papers/ijcai2018-incentives-competing.pdf\"\n     onclick=\"return trackOutboundLink('publications', 'click', 'li-gupta-das-dickerson-equilibriumbehaviorincompetingdynamicmatchingmarkets-2018', 'https://cs.gmu.edu/\\%7esanmay/papers/ijcai2018-incentives-competing.pdf', event);\">\n    Equilibrium Behavior in Competing Dynamic Matching Markets.\n  </a>\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  Li, Z.; Gupta, N.; <a class=\"bibbase author link\" href=\"https://cs.gmu.edu/~sanmay/papers.html\">Das, S.</a>;  and Dickerson, J. P.\n</span>\n\n  \n\n</span>\n\n  In <i>Proceedings of the International Joint Conference on Artificial Intelligence (IJCAI)</i>, pages 389-395,  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://cs.gmu.edu/\\%7esanmay/papers/ijcai2018-incentives-competing.pdf\"\n     onclick=\"log_download('li-gupta-das-dickerson-equilibriumbehaviorincompetingdynamicmatchingmarkets-2018', 'https://cs.gmu.edu/\\%7esanmay/papers/ijcai2018-incentives-competing.pdf', event.ctrlKey, event)\">\n    <img src=\"//bibbase.org/img/filetypes/pdf.svg\"\n\t     alt=\"Equilibrium Behavior in Competing Dynamic Matching Markets [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-gupta-das-dickerson-equilibriumbehaviorincompetingdynamicmatchingmarkets-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('li-gupta-das-dickerson-equilibriumbehaviorincompetingdynamicmatchingmarkets-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  \n  \n  \n  \n  \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{li2018equilibrium,\n  author = {Li, Zhuoshu and Gupta, Neal and Das, Sanmay and Dickerson, John P.},\n  title = {Equilibrium Behavior in Competing Dynamic Matching Markets},\n  booktitle = {Proceedings of the International Joint Conference on Artificial Intelligence (IJCAI)},\n  year = {2018},\n  pages = {389-395},\n  url_Paper = {https://cs.gmu.edu/\\%7esanmay/papers/ijcai2018-incentives-competing.pdf},\n  keywords = {Matching, Market Design, Kidney Exchange, Competing Platforms}\n}\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n  <div class=\"bibbase_paper\" id=\"chhabra-das-ryzhov-thepromiseandperilsofmyopiaindynamicpricingwithcensoredinformation-2018\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  <a href=\"https://cs.gmu.edu/\\%7esanmay/papers/ijcai18-dynamic-pricing.pdf\"\n     onclick=\"return trackOutboundLink('publications', 'click', 'chhabra-das-ryzhov-thepromiseandperilsofmyopiaindynamicpricingwithcensoredinformation-2018', 'https://cs.gmu.edu/\\%7esanmay/papers/ijcai18-dynamic-pricing.pdf', event);\">\n    The Promise and Perils of Myopia in Dynamic Pricing With Censored Information.\n  </a>\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  Chhabra, M.; <a class=\"bibbase author link\" href=\"https://cs.gmu.edu/~sanmay/papers.html\">Das, S.</a>;  and Ryzhov, I.\n</span>\n\n  \n\n</span>\n\n  In <i>Proceedings of the International Joint Conference on Artificial Intelligence (IJCAI)</i>, pages 4994-5001,  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://cs.gmu.edu/\\%7esanmay/papers/ijcai18-dynamic-pricing.pdf\"\n     onclick=\"log_download('chhabra-das-ryzhov-thepromiseandperilsofmyopiaindynamicpricingwithcensoredinformation-2018', 'https://cs.gmu.edu/\\%7esanmay/papers/ijcai18-dynamic-pricing.pdf', event.ctrlKey, event)\">\n    <img src=\"//bibbase.org/img/filetypes/pdf.svg\"\n\t     alt=\"The Promise and Perils of Myopia in Dynamic Pricing With Censored Information [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/chhabra-das-ryzhov-thepromiseandperilsofmyopiaindynamicpricingwithcensoredinformation-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>2 downloads</span>\n  </span>\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('chhabra-das-ryzhov-thepromiseandperilsofmyopiaindynamicpricingwithcensoredinformation-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  \n  \n  \n  \n  \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{chhabra2018promise,\n  author = {Chhabra, Meenal and Das, Sanmay and Ryzhov, Ilya},\n  title = {The Promise and Perils of Myopia in Dynamic Pricing With Censored Information},\n  booktitle = {Proceedings of the International Joint Conference on Artificial Intelligence (IJCAI)},\n  year = {2018},\n  pages = {4994-5001},\n  url_Paper = {https://cs.gmu.edu/\\%7esanmay/papers/ijcai18-dynamic-pricing.pdf},\n  keywords = {Dynamic Pricing, Sequential Decision-Making, Knowledge Gradient, Dynamic Programming}\n}\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n  <div class=\"bibbase_paper\" id=\"li-chen-poupart-das-geng-fasterpolicyadaptationinenvironmentswithexogeneityastateaugmentationapproach-2018\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  <a href=\"https://cs.gmu.edu/\\%7esanmay/papers/aamas18-policyadap.pdf\"\n     onclick=\"return trackOutboundLink('publications', 'click', 'li-chen-poupart-das-geng-fasterpolicyadaptationinenvironmentswithexogeneityastateaugmentationapproach-2018', 'https://cs.gmu.edu/\\%7esanmay/papers/aamas18-policyadap.pdf', event);\">\n    Faster Policy Adaptation in Environments with Exogeneity: A State Augmentation Approach.\n  </a>\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  Li, Z.; Chen, Z.; Poupart, P.; <a class=\"bibbase author link\" href=\"https://cs.gmu.edu/~sanmay/papers.html\">Das, S.</a>;  and Geng, Y.\n</span>\n\n  \n\n</span>\n\n  In <i>Proceedings of the 17th Conference on Autonomous Agents and MultiAgent Systems (AAMAS)</i>, pages 1035-1043,  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://cs.gmu.edu/\\%7esanmay/papers/aamas18-policyadap.pdf\"\n     onclick=\"log_download('li-chen-poupart-das-geng-fasterpolicyadaptationinenvironmentswithexogeneityastateaugmentationapproach-2018', 'https://cs.gmu.edu/\\%7esanmay/papers/aamas18-policyadap.pdf', event.ctrlKey, event)\">\n    <img src=\"//bibbase.org/img/filetypes/pdf.svg\"\n\t     alt=\"Faster Policy Adaptation in Environments with Exogeneity: A State Augmentation 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/li-chen-poupart-das-geng-fasterpolicyadaptationinenvironmentswithexogeneityastateaugmentationapproach-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>2 downloads</span>\n  </span>\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('li-chen-poupart-das-geng-fasterpolicyadaptationinenvironmentswithexogeneityastateaugmentationapproach-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  \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{li2018faster,\n  author = {Zhuoshu Li and Zhitang Chen and Pascal Poupart and Sanmay Das and \nYanhui Geng},\n  title = {Faster Policy Adaptation in Environments with Exogeneity: A State Augmentation Approach},\n  booktitle = {Proceedings of the 17th Conference on Autonomous Agents and MultiAgent Systems (AAMAS)},\n  year = {2018},\n  pages = {1035-1043},\n  url_Paper = {https://cs.gmu.edu/\\%7esanmay/papers/aamas18-policyadap.pdf},\n  keywords = {Reinforcement Learning}  \n}\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n  <div class=\"bibbase_paper\" id=\"das-durfee-hottrendsinautonomousagentsandmultiagentsystems-2018\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  <a href=\"https://cs.gmu.edu/\\%7esanmay/papers/whatshot-aamas-final.pdf\"\n     onclick=\"return trackOutboundLink('publications', 'click', 'das-durfee-hottrendsinautonomousagentsandmultiagentsystems-2018', 'https://cs.gmu.edu/\\%7esanmay/papers/whatshot-aamas-final.pdf', event);\">\n    Hot Trends in Autonomous Agents and Multiagent Systems.\n  </a>\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  <a class=\"bibbase author link\" href=\"https://cs.gmu.edu/~sanmay/papers.html\">Das, S.</a>;  and Durfee, E. H.\n</span>\n\n  \n\n</span>\n\n  In <i>AAAI What's Hot Talks</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://cs.gmu.edu/\\%7esanmay/papers/whatshot-aamas-final.pdf\"\n     onclick=\"log_download('das-durfee-hottrendsinautonomousagentsandmultiagentsystems-2018', 'https://cs.gmu.edu/\\%7esanmay/papers/whatshot-aamas-final.pdf', event.ctrlKey, event)\">\n    <img src=\"//bibbase.org/img/filetypes/pdf.svg\"\n\t     alt=\"Hot Trends in Autonomous Agents and Multiagent 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/das-durfee-hottrendsinautonomousagentsandmultiagentsystems-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>5 downloads</span>\n  </span>\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('das-durfee-hottrendsinautonomousagentsandmultiagentsystems-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  \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{das2018hot,\n  author = {Sanmay Das and Edmund H. Durfee},\n  title = {Hot Trends in Autonomous Agents and Multiagent Systems},\n  booktitle = {AAAI What&#x27;s Hot Talks},\n  year = {2018},\n  url_Paper = {https://cs.gmu.edu/\\%7esanmay/papers/whatshot-aamas-final.pdf},\n  keywords = {Multiagent Systems},\n  entrysubtype = {Others}\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        (6)\n        \n      </span>\n    </div>\n    <div class=\"bibbase_group_body\">\n      \n  \n  <div class=\"bibbase_paper\" id=\"larson-winikoff-das-durfee-aamas17proceedingsofthe16thconferenceonautonomousagentsandmultiagentsystems-2017\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  AAMAS '17: Proceedings of the 16th Conference on Autonomous Agents and MultiAgent Systems.\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  Larson, K.; Winikoff, M.; <a class=\"bibbase author link\" href=\"https://cs.gmu.edu/~sanmay/papers.html\">Das, S.</a>;  and Durfee, E. H.,\n  editors.\n  \n</span>\n\n  \n\n</span>\n\n  International Foundation for Autonomous Agents and Multiagent Systems, Richland, SC,  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\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/larson-winikoff-das-durfee-aamas17proceedingsofthe16thconferenceonautonomousagentsandmultiagentsystems-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\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('larson-winikoff-das-durfee-aamas17proceedingsofthe16thconferenceonautonomousagentsandmultiagentsystems-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;\">@book{Larson:2017:3091125,\n title = {AAMAS &#x27;17: Proceedings of the 16th Conference on Autonomous Agents and MultiAgent Systems},\n editor    = {Kate Larson and\n               Michael Winikoff and\n               Sanmay Das and\n               Edmund H. Durfee},\n year = {2017},\n location = {Sao Paulo, Brazil},\n publisher = {International Foundation for Autonomous Agents and Multiagent Systems},\n address = {Richland, SC},\n} \n\n</pre>\n</div>\n\n\n\n</div>\n\n\n  <div class=\"bibbase_paper\" id=\"chakraborty-chua-das-juba-coordinatedversusdecentralizedexplorationinmultiagentmultiarmedbandits-2017\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  <a href=\"https://cs.gmu.edu/\\%7esanmay/papers/MAMABijcai17.pdf\"\n     onclick=\"return trackOutboundLink('publications', 'click', 'chakraborty-chua-das-juba-coordinatedversusdecentralizedexplorationinmultiagentmultiarmedbandits-2017', 'https://cs.gmu.edu/\\%7esanmay/papers/MAMABijcai17.pdf', event);\">\n    Coordinated Versus Decentralized Exploration In Multi-Agent Multi-Armed Bandits.\n  </a>\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  Chakraborty, M.; Chua, K. Y. P.; <a class=\"bibbase author link\" href=\"https://cs.gmu.edu/~sanmay/papers.html\">Das, S.</a>;  and Juba, B.\n</span>\n\n  \n\n</span>\n\n  In <i>Proceedings of the International Joint Conference on Artificial Intelligence (IJCAI)</i>, pages 164-170,  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://cs.gmu.edu/\\%7esanmay/papers/MAMABijcai17.pdf\"\n     onclick=\"log_download('chakraborty-chua-das-juba-coordinatedversusdecentralizedexplorationinmultiagentmultiarmedbandits-2017', 'https://cs.gmu.edu/\\%7esanmay/papers/MAMABijcai17.pdf', event.ctrlKey, event)\">\n    <img src=\"//bibbase.org/img/filetypes/pdf.svg\"\n\t     alt=\"Coordinated Versus Decentralized Exploration In Multi-Agent Multi-Armed Bandits [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/chakraborty-chua-das-juba-coordinatedversusdecentralizedexplorationinmultiagentmultiarmedbandits-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('chakraborty-chua-das-juba-coordinatedversusdecentralizedexplorationinmultiagentmultiarmedbandits-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  \n  \n  \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{chakraborty2017coordinated,\n  author = {Chakraborty, Mithun and Chua, Kai Yee Phoebe and Das, Sanmay and Juba, Brendan},\n  title = {Coordinated Versus Decentralized Exploration In Multi-Agent Multi-Armed Bandits},\n  booktitle = {Proceedings of the International Joint Conference on Artificial Intelligence (IJCAI)},\n  year = {2017},\n  pages = {164-170},\n  keywords = {Multi-Agent Teamwork, Sequential Decision-Making, Communication},\n  url_Paper = {https://cs.gmu.edu/\\%7esanmay/papers/MAMABijcai17.pdf}\n}\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n  <div class=\"bibbase_paper\" id=\"koenig-das-paradis-eaton-gil-guo-huang-jiang-etal-acmsigaiactivityreport-2017\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  ACM SIGAI Activity Report.\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  Koenig, S.; <a class=\"bibbase author link\" href=\"https://cs.gmu.edu/~sanmay/papers.html\">Das, S.</a>; Paradis, R.; Eaton, E.; Gil, Y.; Guo, K.; Huang, B.; Jiang, A.; Kuipers, B.; Mattei, N.; McGovern, A.; Medsker, L.; Neller, T.; Petrov, P.; Rovatsos, M.;  and Stork, D.\n</span>\n\n  \n\n</span>\n\n  <i>AI Matters</i>, 3(3): 7–11.  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\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/koenig-das-paradis-eaton-gil-guo-huang-jiang-etal-acmsigaiactivityreport-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\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('koenig-das-paradis-eaton-gil-guo-huang-jiang-etal-acmsigaiactivityreport-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  \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{Koenig:2017:ASA:3137574.3137577,\n author = {Koenig, Sven and Das, Sanmay and Paradis, Rosemary and Eaton, Eric and Gil, Yolanda and Guo, Katherine and Huang, Bojun and Jiang, Albert and Kuipers, Benjamin and Mattei, Nicholas and McGovern, Amy and Medsker, Larry and Neller, Todd and Petrov, Plamen and Rovatsos, Michael and Stork, David},\n title = {ACM SIGAI Activity Report},\n journal = {AI Matters},\n issue_date = {Summer 2017},\n volume = {3},\n number = {3},\n year = {2017},\n pages = {7--11},\n numpages = {5},\n publisher = {ACM},\n keywords = {Newsletter}\n}\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n  <div class=\"bibbase_paper\" id=\"das-kamenica-mirka-reducingcongestionthroughinformationdesign-2017\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  <a href=\"https://cs.gmu.edu/\\%7esanmay/papers/reducing-congestion-information.pdf\"\n     onclick=\"return trackOutboundLink('publications', 'click', 'das-kamenica-mirka-reducingcongestionthroughinformationdesign-2017', 'https://cs.gmu.edu/\\%7esanmay/papers/reducing-congestion-information.pdf', event);\">\n    Reducing Congestion Through Information Design.\n  </a>\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  <a class=\"bibbase author link\" href=\"https://cs.gmu.edu/~sanmay/papers.html\">Das, S.</a>; Kamenica, E.;  and Mirka, R.\n</span>\n\n  \n\n</span>\n\n  In <i>Proceedings of the 55th Allerton Conference on Communication, Control, and Computing</i>, pages 1279-1284,  2017. \n  <span class=\"note\">Invited paper.</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://cs.gmu.edu/\\%7esanmay/papers/reducing-congestion-information.pdf\"\n     onclick=\"log_download('das-kamenica-mirka-reducingcongestionthroughinformationdesign-2017', 'https://cs.gmu.edu/\\%7esanmay/papers/reducing-congestion-information.pdf', event.ctrlKey, event)\">\n    <img src=\"//bibbase.org/img/filetypes/pdf.svg\"\n\t     alt=\"Reducing Congestion Through Information Design [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/das-kamenica-mirka-reducingcongestionthroughinformationdesign-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>12 downloads</span>\n  </span>\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('das-kamenica-mirka-reducingcongestionthroughinformationdesign-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  \n  \n  \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{das2017reducing,\n  author = {Sanmay Das and Emir Kamenica and Renee Mirka},\n  title = {Reducing Congestion Through Information Design},\n  booktitle = {Proceedings of the 55th Allerton Conference on Communication, Control, and Computing},\n  year = {2017},\n  pages = {1279-1284},\n  note = {Invited paper.},\n  url_Paper = {https://cs.gmu.edu/\\%7esanmay/papers/reducing-congestion-information.pdf},\n  keywords = {Game Theory, Information Design, Routing Games},\n  entrysubtype = {Others}\n}\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n  <div class=\"bibbase_paper\" id=\"yan-lavoie-das-theperilsofclassifyingpoliticalorientationfromtext-2017\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  <a href=\"https://cs.gmu.edu/\\%7esanmay/papers/political-orientation.pdf\"\n     onclick=\"return trackOutboundLink('publications', 'click', 'yan-lavoie-das-theperilsofclassifyingpoliticalorientationfromtext-2017', 'https://cs.gmu.edu/\\%7esanmay/papers/political-orientation.pdf', event);\">\n    The Perils of Classifying Political Orientation From Text.\n  </a>\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  Yan, H.; Lavoie, A.;  and <a class=\"bibbase author link\" href=\"https://cs.gmu.edu/~sanmay/papers.html\">Das, S.</a>\n</span>\n\n  \n\n</span>\n\n  In <i>IJCAI Workshop on Linked Democracy</i>, pages 38-50,  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://cs.gmu.edu/\\%7esanmay/papers/political-orientation.pdf\"\n     onclick=\"log_download('yan-lavoie-das-theperilsofclassifyingpoliticalorientationfromtext-2017', 'https://cs.gmu.edu/\\%7esanmay/papers/political-orientation.pdf', event.ctrlKey, event)\">\n    <img src=\"//bibbase.org/img/filetypes/pdf.svg\"\n\t     alt=\"The Perils of Classifying Political Orientation From 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/yan-lavoie-das-theperilsofclassifyingpoliticalorientationfromtext-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('yan-lavoie-das-theperilsofclassifyingpoliticalorientationfromtext-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  \n  \n  \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{yan2017perils,\n  author = {Yan, Hao and Lavoie, Allen and Das, Sanmay},\n  title = {The Perils of Classifying Political Orientation From Text},\n  booktitle = {IJCAI Workshop on Linked Democracy},\n  year = {2017},\n  pages = {38-50},\n  keywords = {Supervised Learning, Text Classification, US Politics},\n  url_Paper = {https://cs.gmu.edu/\\%7esanmay/papers/political-orientation.pdf},\n  entrysubtype = {Others}\n}\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n  <div class=\"bibbase_paper\" id=\"gao-das-fowler-homelessnessserviceprovisionadatascienceperspective-2017\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  <a href=\"https://cs.gmu.edu/\\%7esanmay/papers/hsp-dsp.pdf\"\n     onclick=\"return trackOutboundLink('publications', 'click', 'gao-das-fowler-homelessnessserviceprovisionadatascienceperspective-2017', 'https://cs.gmu.edu/\\%7esanmay/papers/hsp-dsp.pdf', event);\">\n    Homelessness Service Provision: A Data Science Perspective.\n  </a>\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  Gao, Y.; <a class=\"bibbase author link\" href=\"https://cs.gmu.edu/~sanmay/papers.html\">Das, S.</a>;  and Fowler, P. J.\n</span>\n\n  \n\n</span>\n\n  In <i>AAAI Workshop on AI and Operations Research for Social Good</i>, pages 20-25,  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://cs.gmu.edu/\\%7esanmay/papers/hsp-dsp.pdf\"\n     onclick=\"log_download('gao-das-fowler-homelessnessserviceprovisionadatascienceperspective-2017', 'https://cs.gmu.edu/\\%7esanmay/papers/hsp-dsp.pdf', event.ctrlKey, event)\">\n    <img src=\"//bibbase.org/img/filetypes/pdf.svg\"\n\t     alt=\"Homelessness Service Provision: A Data Science Perspective [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-das-fowler-homelessnessserviceprovisionadatascienceperspective-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>10 downloads</span>\n  </span>\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('gao-das-fowler-homelessnessserviceprovisionadatascienceperspective-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  \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{gao2017homelessness,\n  author = {Gao, Yuan and Das, Sanmay and Fowler, Patrick J.},\n  title = {Homelessness Service Provision: A Data Science Perspective},\n  booktitle = {AAAI Workshop on AI and Operations Research for Social Good},\n  year = {2017},\n  pages = &quot;20-25&quot;,\n  keywords = {Supervised Learning, Social Services},\n  url_Paper = {https://cs.gmu.edu/\\%7esanmay/papers/hsp-dsp.pdf},\n  entrysubtype = {Others}\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_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        (8)\n        \n      </span>\n    </div>\n    <div class=\"bibbase_group_body\">\n      \n  \n  <div class=\"bibbase_paper\" id=\"das-lavoie-magdonismail-manipulationamongthearbitersofcollectiveintelligencehowwikipediaadministratorsmoldpublicopinion-2016\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  <a href=\"https://cs.gmu.edu/\\%7esanmay/papers/wiki-tweb.pdf\"\n     onclick=\"return trackOutboundLink('publications', 'click', 'das-lavoie-magdonismail-manipulationamongthearbitersofcollectiveintelligencehowwikipediaadministratorsmoldpublicopinion-2016', 'https://cs.gmu.edu/\\%7esanmay/papers/wiki-tweb.pdf', event);\">\n    Manipulation Among the Arbiters of Collective Intelligence: How Wikipedia Administrators Mold Public Opinion.\n  </a>\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  <a class=\"bibbase author link\" href=\"https://cs.gmu.edu/~sanmay/papers.html\">Das, S.</a>; Lavoie, A.;  and Magdon-Ismail, M.\n</span>\n\n  \n\n</span>\n\n  <i>ACM Transactions on the Web</i>, 10(4): 24:1-24:25.  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://cs.gmu.edu/\\%7esanmay/papers/wiki-tweb.pdf\"\n     onclick=\"log_download('das-lavoie-magdonismail-manipulationamongthearbitersofcollectiveintelligencehowwikipediaadministratorsmoldpublicopinion-2016', 'https://cs.gmu.edu/\\%7esanmay/papers/wiki-tweb.pdf', event.ctrlKey, event)\">\n    <img src=\"//bibbase.org/img/filetypes/pdf.svg\"\n\t     alt=\"Manipulation Among the Arbiters of Collective Intelligence: How Wikipedia Administrators Mold Public Opinion [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/das-lavoie-magdonismail-manipulationamongthearbitersofcollectiveintelligencehowwikipediaadministratorsmoldpublicopinion-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>5 downloads</span>\n  </span>\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('das-lavoie-magdonismail-manipulationamongthearbitersofcollectiveintelligencehowwikipediaadministratorsmoldpublicopinion-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  \n  \n  \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{DasLavMag16,\n  author = {Das, Sanmay and Allen Lavoie and Magdon-Ismail, Malik},\n  title = {Manipulation Among the Arbiters of Collective Intelligence: How {Wikipedia} Administrators Mold Public Opinion},\n  journal = {ACM Transactions on the Web},\n  year = {2016},\n  url_Paper = {https://cs.gmu.edu/\\%7esanmay/papers/wiki-tweb.pdf},\n  keywords = {Social Media, Wikipedia, Collective Intelligence},\n  volume={10},\n  number={4},\n  pages=&quot;24:1-24:25&quot;\n}\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n  <div class=\"bibbase_paper\" id=\"butaru-chen-clark-das-lo-siddique-riskandriskmanagementinthecreditcardindustry-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/S0378426616301340\"\n     onclick=\"return trackOutboundLink('publications', 'click', 'butaru-chen-clark-das-lo-siddique-riskandriskmanagementinthecreditcardindustry-2016', 'http://www.sciencedirect.com/science/article/pii/S0378426616301340', event);\">\n    Risk and Risk Management in the Credit Card Industry.\n  </a>\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  Butaru, F.; Chen, Q.; Clark, B. J.; <a class=\"bibbase author link\" href=\"https://cs.gmu.edu/~sanmay/papers.html\">Das, S.</a>; Lo, A. W.;  and Siddique, A. R.\n</span>\n\n  \n\n</span>\n\n  <i>Journal of Banking and Finance</i>, 72: 218-239.  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/S0378426616301340\"\n     onclick=\"log_download('butaru-chen-clark-das-lo-siddique-riskandriskmanagementinthecreditcardindustry-2016', 'http://www.sciencedirect.com/science/article/pii/S0378426616301340', event.ctrlKey, event)\">\n    <img src=\"//bibbase.org/img/filetypes/link.svg\"\n\t     alt=\"Risk and Risk Management in the Credit Card Industry [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/butaru-chen-clark-das-lo-siddique-riskandriskmanagementinthecreditcardindustry-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>6 downloads</span>\n  </span>\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('butaru-chen-clark-das-lo-siddique-riskandriskmanagementinthecreditcardindustry-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  \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{butaru2016risk,\n  author = {Florentin Butaru and Qingqing Chen and Brian J. Clark and Sanmay Das and Andrew W. Lo and Akhtar R. Siddique},\n  title = {Risk and Risk Management in the Credit Card Industry},\n  year = {2016},\n  journal = {Journal of Banking and Finance},\n  volume = {72},\n  pages = &quot;218-239&quot;,\n  url_Paper = {http://www.sciencedirect.com/science/article/pii/S0378426616301340},\n  keywords = {Supervised Learning, Risk Management},\n}\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n  <div class=\"bibbase_paper\" id=\"korolov-peabody-lavoie-das-magdonismail-wallace-predictingcharitabledonationsusingsocialmedia-2016\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  <a href=\"https://cs.gmu.edu/\\%7esanmay/papers/twitter_donations-snam.pdf\"\n     onclick=\"return trackOutboundLink('publications', 'click', 'korolov-peabody-lavoie-das-magdonismail-wallace-predictingcharitabledonationsusingsocialmedia-2016', 'https://cs.gmu.edu/\\%7esanmay/papers/twitter_donations-snam.pdf', event);\">\n    Predicting Charitable Donations Using Social Media.\n  </a>\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  Korolov, R.; Peabody, J.; Lavoie, A.; <a class=\"bibbase author link\" href=\"https://cs.gmu.edu/~sanmay/papers.html\">Das, S.</a>; Magdon-Ismail, M.;  and Wallace, W.\n</span>\n\n  \n\n</span>\n\n  <i>Social Network Analysis and Mining</i>, 6(1): 1-10.  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://cs.gmu.edu/\\%7esanmay/papers/twitter_donations-snam.pdf\"\n     onclick=\"log_download('korolov-peabody-lavoie-das-magdonismail-wallace-predictingcharitabledonationsusingsocialmedia-2016', 'https://cs.gmu.edu/\\%7esanmay/papers/twitter_donations-snam.pdf', event.ctrlKey, event)\">\n    <img src=\"//bibbase.org/img/filetypes/pdf.svg\"\n\t     alt=\"Predicting Charitable Donations Using Social Media [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/korolov-peabody-lavoie-das-magdonismail-wallace-predictingcharitabledonationsusingsocialmedia-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('korolov-peabody-lavoie-das-magdonismail-wallace-predictingcharitabledonationsusingsocialmedia-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  \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{KorPea16,\nauthor = {Rostyslav Korolov and Justin Peabody and Allen Lavoie and Sanmay Das and Malik Magdon-Ismail and William Wallace},\n  title = {Predicting Charitable Donations Using Social Media},\n  journal = {Social Network Analysis and Mining},\n  year = {2016},\n  volume = {6},\n  number = {1},\n  pages = {1-10},\n  url_Paper = {https://cs.gmu.edu/\\%7esanmay/papers/twitter_donations-snam.pdf},\n  keywords = {Social Networks, Crisis Informatics}\n}\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n  <div class=\"bibbase_paper\" id=\"chakraborty-das-tradingonariggedgameoutcomemanipulationinpredictionmarkets-2016\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  <a href=\"https://cs.gmu.edu/\\%7esanmay/papers/ijcai2016manip.pdf\"\n     onclick=\"return trackOutboundLink('publications', 'click', 'chakraborty-das-tradingonariggedgameoutcomemanipulationinpredictionmarkets-2016', 'https://cs.gmu.edu/\\%7esanmay/papers/ijcai2016manip.pdf', event);\">\n    Trading On A Rigged Game: Outcome Manipulation In Prediction Markets.\n  </a>\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  Chakraborty, M.;  and <a class=\"bibbase author link\" href=\"https://cs.gmu.edu/~sanmay/papers.html\">Das, S.</a>\n</span>\n\n  \n\n</span>\n\n  In <i>Proceedings of the International Joint Conference on Artificial Intelligence (IJCAI)</i>, pages 158-164,  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://cs.gmu.edu/\\%7esanmay/papers/ijcai2016manip.pdf\"\n     onclick=\"log_download('chakraborty-das-tradingonariggedgameoutcomemanipulationinpredictionmarkets-2016', 'https://cs.gmu.edu/\\%7esanmay/papers/ijcai2016manip.pdf', event.ctrlKey, event)\">\n    <img src=\"//bibbase.org/img/filetypes/pdf.svg\"\n\t     alt=\"Trading On A Rigged Game: Outcome Manipulation In Prediction Markets [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/chakraborty-das-tradingonariggedgameoutcomemanipulationinpredictionmarkets-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('chakraborty-das-tradingonariggedgameoutcomemanipulationinpredictionmarkets-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  \n  \n  \n  \n  \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{chakraborty2016trading,\n  author = {Mithun Chakraborty and Sanmay Das},\n  title = {Trading On A Rigged Game: Outcome Manipulation In Prediction Markets},\n  booktitle = {Proceedings of the International Joint Conference on Artificial Intelligence (IJCAI)},\n  year = {2016},\n  pages = &quot;158-164&quot;,\n  url_Paper = {https://cs.gmu.edu/\\%7esanmay/papers/ijcai2016manip.pdf},\n  keywords = {Market Microstructure, Prediction Markets, Market Making, Scoring Rules}\n  }\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n  <div class=\"bibbase_paper\" id=\"kinathil-sanner-das-penna-asymbolicclosedformsolutiontosequentialmarketmakingwithinventory-2016\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  <a href=\"https://cs.gmu.edu/\\%7esanmay/papers/ijcai2016mm.pdf\"\n     onclick=\"return trackOutboundLink('publications', 'click', 'kinathil-sanner-das-penna-asymbolicclosedformsolutiontosequentialmarketmakingwithinventory-2016', 'https://cs.gmu.edu/\\%7esanmay/papers/ijcai2016mm.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.; Sanner, S.; <a class=\"bibbase author link\" href=\"https://cs.gmu.edu/~sanmay/papers.html\">Das, S.</a>;  and Penna, N. D.\n</span>\n\n  \n\n</span>\n\n  In <i>Proceedings of the International Joint Conference on Artificial Intelligence (IJCAI)</i>, pages 3609-3615,  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://cs.gmu.edu/\\%7esanmay/papers/ijcai2016mm.pdf\"\n     onclick=\"log_download('kinathil-sanner-das-penna-asymbolicclosedformsolutiontosequentialmarketmakingwithinventory-2016', 'https://cs.gmu.edu/\\%7esanmay/papers/ijcai2016mm.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-penna-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-penna-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  \n  \n  \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{kinathil2016symbolic,\n  author = {Shamin Kinathil and Scott Sanner and Sanmay Das and Nicol{\\&#x27;a}s Della Penna},\n  title = {A Symbolic Closed-form Solution to Sequential Market Making with Inventory},\n  booktitle = {Proceedings of the International Joint Conference on Artificial Intelligence (IJCAI)},\n  year = {2016},\n  pages = &quot;3609-3615&quot;,\n  url_Paper = {https://cs.gmu.edu/\\%7esanmay/papers/ijcai2016mm.pdf},\n  keywords = {Market Microstructure, Market Making, Dynamic Programming}\n  }\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n  <div class=\"bibbase_paper\" id=\"li-das-anagentbasedmodelofcompetitionbetweenfinancialexchangescanfrequentcallmechanismsdrivetradeawayfromcdas-2016\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  <a href=\"https://cs.gmu.edu/\\%7esanmay/papers/aamas2016cda.pdf\"\n     onclick=\"return trackOutboundLink('publications', 'click', 'li-das-anagentbasedmodelofcompetitionbetweenfinancialexchangescanfrequentcallmechanismsdrivetradeawayfromcdas-2016', 'https://cs.gmu.edu/\\%7esanmay/papers/aamas2016cda.pdf', event);\">\n    An Agent-Based Model of Competition Between Financial Exchanges: Can Frequent Call Mechanisms Drive Trade Away from CDAs?.\n  </a>\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  Li, Z.;  and <a class=\"bibbase author link\" href=\"https://cs.gmu.edu/~sanmay/papers.html\">Das, S.</a>\n</span>\n\n  \n\n</span>\n\n  In <i>Proceedings of the International Joint Conference on Autonomous Agents and Multiagent Systems (AAMAS)</i>, pages 50-58,  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://cs.gmu.edu/\\%7esanmay/papers/aamas2016cda.pdf\"\n     onclick=\"log_download('li-das-anagentbasedmodelofcompetitionbetweenfinancialexchangescanfrequentcallmechanismsdrivetradeawayfromcdas-2016', 'https://cs.gmu.edu/\\%7esanmay/papers/aamas2016cda.pdf', event.ctrlKey, event)\">\n    <img src=\"//bibbase.org/img/filetypes/pdf.svg\"\n\t     alt=\"An Agent-Based Model of Competition Between Financial Exchanges: Can Frequent Call Mechanisms Drive Trade Away from CDAs? [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-das-anagentbasedmodelofcompetitionbetweenfinancialexchangescanfrequentcallmechanismsdrivetradeawayfromcdas-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('li-das-anagentbasedmodelofcompetitionbetweenfinancialexchangescanfrequentcallmechanismsdrivetradeawayfromcdas-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  \n  \n  \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{li2016agent,\n  author = {Zhuoshu Li and Sanmay Das},\n  title = {An Agent-Based Model of Competition Between Financial Exchanges: Can Frequent Call Mechanisms Drive Trade Away from {CDAs}?},\n  booktitle = {Proceedings of the International Joint Conference on Autonomous Agents and Multiagent Systems (AAMAS)},\n  year = {2016},\n  pages = &quot;50-58&quot;,\n  url_Paper = {https://cs.gmu.edu/\\%7esanmay/papers/aamas2016cda.pdf},\n  keywords = {Market Microstructure, Market Design, Competing Platforms}\n}\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n  <div class=\"bibbase_paper\" id=\"das-multiagentsystemsmodeling-2016\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  <a href=\"https://cs.gmu.edu/\\%7esanmay/papers/masm-tut.pdf\"\n     onclick=\"return trackOutboundLink('publications', 'click', 'das-multiagentsystemsmodeling-2016', 'https://cs.gmu.edu/\\%7esanmay/papers/masm-tut.pdf', event);\">\n    Multiagent Systems Modeling.\n  </a>\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  <a class=\"bibbase author link\" href=\"https://cs.gmu.edu/~sanmay/papers.html\">Das, S.</a>\n</span>\n\n  \n\n</span>\n\n  In Gupta, A.; Capponi, A.; Smith, J. C.;  and Greenberg, H. J., editor(s), <i>Optimization Challenges in Complex, Networked and Risky Systems</i>, of Tutorials in Operations Research, pages 207–225. INFORMS,  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://cs.gmu.edu/\\%7esanmay/papers/masm-tut.pdf\"\n     onclick=\"log_download('das-multiagentsystemsmodeling-2016', 'https://cs.gmu.edu/\\%7esanmay/papers/masm-tut.pdf', event.ctrlKey, event)\">\n    <img src=\"//bibbase.org/img/filetypes/pdf.svg\"\n\t     alt=\"Multiagent Systems Modeling [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/das-multiagentsystemsmodeling-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>5 downloads</span>\n  </span>\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('das-multiagentsystemsmodeling-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  \n  \n  \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{Das16,\n  author = {Sanmay Das},\n  title = {Multiagent Systems Modeling},\n  booktitle={Optimization Challenges in Complex, Networked and Risky Systems},\n  series = {Tutorials in Operations Research},\n  pages={207--225},\n  year={2016},\n  publisher={INFORMS},\n  editor = {Gupta, A. and Capponi, A. and Smith, J. C. and Greenberg, H. J.}, \n  url_Paper = {https://cs.gmu.edu/\\%7esanmay/papers/masm-tut.pdf},\n  keywords = {Multi-Agent Simulation and Modeling, Market Microstructure, Market Making},\n  entrysubtype = {Others}\n}\n  \n</pre>\n</div>\n\n\n\n</div>\n\n\n  <div class=\"bibbase_paper\" id=\"ginart-das-harris-wong-yan-krauss-cavazosrehg-drugsordancingusingrealtimemachinelearningtoclassifystreameddabbinghomographtweets-2016\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  <a href=\"https://cs.gmu.edu/\\%7esanmay/papers/dabbig-ichi.pdf\"\n     onclick=\"return trackOutboundLink('publications', 'click', 'ginart-das-harris-wong-yan-krauss-cavazosrehg-drugsordancingusingrealtimemachinelearningtoclassifystreameddabbinghomographtweets-2016', 'https://cs.gmu.edu/\\%7esanmay/papers/dabbig-ichi.pdf', event);\">\n    Drugs or Dancing? Using Real-Time Machine Learning to Classify Streamed ``Dabbing'' Homograph Tweets.\n  </a>\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  Ginart, A. A.; <a class=\"bibbase author link\" href=\"https://cs.gmu.edu/~sanmay/papers.html\">Das, S.</a>; Harris, J. K.; Wong, R.; Yan, H.; Krauss, M.;  and Cavazos-Rehg, P. A.\n</span>\n\n  \n\n</span>\n\n  In <i>Proceedings of the Workshop on Health Data Science: Creation, Analysis and Interpretation, In Conjunction with IEEE ICHI</i>, pages 10–13,  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://cs.gmu.edu/\\%7esanmay/papers/dabbig-ichi.pdf\"\n     onclick=\"log_download('ginart-das-harris-wong-yan-krauss-cavazosrehg-drugsordancingusingrealtimemachinelearningtoclassifystreameddabbinghomographtweets-2016', 'https://cs.gmu.edu/\\%7esanmay/papers/dabbig-ichi.pdf', event.ctrlKey, event)\">\n    <img src=\"//bibbase.org/img/filetypes/pdf.svg\"\n\t     alt=\"Drugs or Dancing? Using Real-Time Machine Learning to Classify Streamed &#x60;&#x60;Dabbing&#x27;&#x27; Homograph Tweets [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/ginart-das-harris-wong-yan-krauss-cavazosrehg-drugsordancingusingrealtimemachinelearningtoclassifystreameddabbinghomographtweets-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>9 downloads</span>\n  </span>\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('ginart-das-harris-wong-yan-krauss-cavazosrehg-drugsordancingusingrealtimemachinelearningtoclassifystreameddabbinghomographtweets-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  \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{GinDas16,\n  author = {Ginart, Antonio A. and Sanmay Das and Harris, Jenine K. and Roger Wong and Hao Yan and Melissa Krauss and Cavazos-Rehg, Patricia A.},\n  title = {Drugs or Dancing? Using Real-Time Machine Learning to Classify Streamed &#x60;&#x60;Dabbing&#x27;&#x27; Homograph Tweets},\n  booktitle = {Proceedings of the Workshop on Health Data Science: Creation, Analysis and Interpretation, In Conjunction with IEEE ICHI},\n  pages={10--13},\n  url_Paper = {https://cs.gmu.edu/\\%7esanmay/papers/dabbig-ichi.pdf},\n  keywords = {Supervised Learning, Social Media},\n  year = &quot;2016&quot;,\n  entrysubtype = {Others}\n  }\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        (9)\n        \n      </span>\n    </div>\n    <div class=\"bibbase_group_body\">\n      \n  \n  <div class=\"bibbase_paper\" id=\"nahum-sarne-das-shehory-twosidedsearchwithexperts-2015\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  <a href=\"https://cs.gmu.edu/\\%7esanmay/papers/tss-experts-jaamas.pdf\"\n     onclick=\"return trackOutboundLink('publications', 'click', 'nahum-sarne-das-shehory-twosidedsearchwithexperts-2015', 'https://cs.gmu.edu/\\%7esanmay/papers/tss-experts-jaamas.pdf', event);\">\n    Two-Sided Search With Experts.\n  </a>\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  Nahum, Y.; <a class=\"bibbase author link\" href=\"https://bibbase.org/show?bib=www.cs.biu.ac.il%2F%7Esarned%2FSarnePub.bib\">Sarne, D.</a>; <a class=\"bibbase author link\" href=\"https://cs.gmu.edu/~sanmay/papers.html\">Das, S.</a>;  and Shehory, O.\n</span>\n\n  \n\n</span>\n\n  <i>Autonomous Agents and Multi-Agent Systems</i>, 29(3): 364–401.  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://cs.gmu.edu/\\%7esanmay/papers/tss-experts-jaamas.pdf\"\n     onclick=\"log_download('nahum-sarne-das-shehory-twosidedsearchwithexperts-2015', 'https://cs.gmu.edu/\\%7esanmay/papers/tss-experts-jaamas.pdf', event.ctrlKey, event)\">\n    <img src=\"//bibbase.org/img/filetypes/pdf.svg\"\n\t     alt=\"Two-Sided Search With 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/nahum-sarne-das-shehory-twosidedsearchwithexperts-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('nahum-sarne-das-shehory-twosidedsearchwithexperts-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  \n  \n  \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{nahum2014twosided,\n  title = {Two-Sided Search With Experts},\n  author = {Yinon Nahum and David Sarne and Sanmay Das and Onn Shehory},\n  journal = {Autonomous Agents and Multi-Agent Systems},\n  year = {2015},\n  volume = {29},\n  number = {3},\n  pages = {364--401},\n  url_Paper = {https://cs.gmu.edu/\\%7esanmay/papers/tss-experts-jaamas.pdf},\n  keywords = {Search, Game Theory, Information Design}\n}\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n  <div class=\"bibbase_paper\" id=\"chakraborty-das-marketscoringrulesactasopinionpoolsforriskaverseagents-2015\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  <a href=\"https://cs.gmu.edu/\\%7esanmay/papers/msr-op.pdf\"\n     onclick=\"return trackOutboundLink('publications', 'click', 'chakraborty-das-marketscoringrulesactasopinionpoolsforriskaverseagents-2015', 'https://cs.gmu.edu/\\%7esanmay/papers/msr-op.pdf', event);\">\n    Market Scoring Rules Act As Opinion Pools For Risk-Averse Agents.\n  </a>\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  Chakraborty, M.;  and <a class=\"bibbase author link\" href=\"https://cs.gmu.edu/~sanmay/papers.html\">Das, S.</a>\n</span>\n\n  \n\n</span>\n\n  In <i>Advances in Neural Information Processing Systems</i>, pages 2350–2358,  2015. \n  <span class=\"note\">Selected for a spotlight presentation.</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://cs.gmu.edu/\\%7esanmay/papers/msr-op.pdf\"\n     onclick=\"log_download('chakraborty-das-marketscoringrulesactasopinionpoolsforriskaverseagents-2015', 'https://cs.gmu.edu/\\%7esanmay/papers/msr-op.pdf', event.ctrlKey, event)\">\n    <img src=\"//bibbase.org/img/filetypes/pdf.svg\"\n\t     alt=\"Market Scoring Rules Act As Opinion Pools For Risk-Averse Agents [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://cs.gmu.edu/\\%7esanmay/papers/msr-op-supplement.pdf\"\n     onclick=\"log_download('chakraborty-das-marketscoringrulesactasopinionpoolsforriskaverseagents-2015', 'https://cs.gmu.edu/\\%7esanmay/papers/msr-op-supplement.pdf', event.ctrlKey, event)\">\n    <img src=\"//bibbase.org/img/filetypes/pdf.svg\"\n\t     alt=\"Market Scoring Rules Act As Opinion Pools For Risk-Averse Agents [pdf]\"\n       title=\" supplement\"\n\t     class=\"bibbase_icon\"\n         ><span class=\"bibbase_icon_text\"> supplement</span></a>\n  &nbsp;\n  \n\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/chakraborty-das-marketscoringrulesactasopinionpoolsforriskaverseagents-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('chakraborty-das-marketscoringrulesactasopinionpoolsforriskaverseagents-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  \n  \n  \n  \n  \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{chakraborty2015market,\n  author = {Mithun Chakraborty and Sanmay Das},\n  title = {Market Scoring Rules Act As Opinion Pools For Risk-Averse Agents},\n  booktitle = {Advances in Neural Information Processing Systems},\n  year = {2015},\n  note = {Selected for a spotlight presentation.},\n  pages = {2350--2358},\n  url_Paper = {https://cs.gmu.edu/\\%7esanmay/papers/msr-op.pdf},\n  url_Supplement = {https://cs.gmu.edu/\\%7esanmay/papers/msr-op-supplement.pdf},\n  keywords = {Market Microstructure, Prediction Markets, Market Making, Scoring Rules}\n}\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n  <div class=\"bibbase_paper\" id=\"moein-yan-das-hall-eghtesady-predictionofsystemictopulmonaryarteryshuntsurgeryoutcomesusingadministrativedata-2015\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  <a href=\"https://cs.gmu.edu/\\%7esanmay/papers/spa-shunt.pdf\"\n     onclick=\"return trackOutboundLink('publications', 'click', 'moein-yan-das-hall-eghtesady-predictionofsystemictopulmonaryarteryshuntsurgeryoutcomesusingadministrativedata-2015', 'https://cs.gmu.edu/\\%7esanmay/papers/spa-shunt.pdf', event);\">\n    Prediction of Systemic-to-Pulmonary Artery Shunt Surgery Outcomes Using Administrative Data.\n  </a>\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  Moein, S.; Yan, H.; <a class=\"bibbase author link\" href=\"https://cs.gmu.edu/~sanmay/papers.html\">Das, S.</a>; Hall, M.;  and Eghtesady, P.\n</span>\n\n  \n\n</span>\n\n  In <i>IEEE International Conference on Bioinformatics and Biomedicine (BIBM)</i>, pages 737–741,  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://cs.gmu.edu/\\%7esanmay/papers/spa-shunt.pdf\"\n     onclick=\"log_download('moein-yan-das-hall-eghtesady-predictionofsystemictopulmonaryarteryshuntsurgeryoutcomesusingadministrativedata-2015', 'https://cs.gmu.edu/\\%7esanmay/papers/spa-shunt.pdf', event.ctrlKey, event)\">\n    <img src=\"//bibbase.org/img/filetypes/pdf.svg\"\n\t     alt=\"Prediction of Systemic-to-Pulmonary Artery Shunt Surgery Outcomes Using Administrative 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/moein-yan-das-hall-eghtesady-predictionofsystemictopulmonaryarteryshuntsurgeryoutcomesusingadministrativedata-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('moein-yan-das-hall-eghtesady-predictionofsystemictopulmonaryarteryshuntsurgeryoutcomesusingadministrativedata-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  \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{moein2015prediction,\n  author = {Sara Moein and Hao Yan and Sanmay Das and Matthew Hall and Pirooz Eghtesady},\n  title = {Prediction of Systemic-to-Pulmonary Artery Shunt Surgery Outcomes Using Administrative Data},\n  booktitle = {IEEE International Conference on Bioinformatics and Biomedicine (BIBM)},\n  year = {2015},\n  pages = {737--741},\n  url_Paper = {https://cs.gmu.edu/\\%7esanmay/papers/spa-shunt.pdf},\n  keywords = {Biomedical Informatics, Supervised Learning}\n}\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n  <div class=\"bibbase_paper\" id=\"korolov-peabody-lavoie-das-magdonismail-wallace-actionsarelouderthanwordsinsocialmedia-2015\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  <a href=\"https://cs.gmu.edu/\\%7esanmay/papers/square.pdf\"\n     onclick=\"return trackOutboundLink('publications', 'click', 'korolov-peabody-lavoie-das-magdonismail-wallace-actionsarelouderthanwordsinsocialmedia-2015', 'https://cs.gmu.edu/\\%7esanmay/papers/square.pdf', event);\">\n    Actions Are Louder Than Words in Social Media.\n  </a>\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  Korolov, R.; Peabody, J.; Lavoie, A.; <a class=\"bibbase author link\" href=\"https://cs.gmu.edu/~sanmay/papers.html\">Das, S.</a>; Magdon-Ismail, M.;  and Wallace, W.\n</span>\n\n  \n\n</span>\n\n  In <i>Proceedings of the IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining (ASONAM)</i>, pages 292–297,  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://cs.gmu.edu/\\%7esanmay/papers/square.pdf\"\n     onclick=\"log_download('korolov-peabody-lavoie-das-magdonismail-wallace-actionsarelouderthanwordsinsocialmedia-2015', 'https://cs.gmu.edu/\\%7esanmay/papers/square.pdf', event.ctrlKey, event)\">\n    <img src=\"//bibbase.org/img/filetypes/pdf.svg\"\n\t     alt=\"Actions Are Louder Than Words in Social Media [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/korolov-peabody-lavoie-das-magdonismail-wallace-actionsarelouderthanwordsinsocialmedia-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('korolov-peabody-lavoie-das-magdonismail-wallace-actionsarelouderthanwordsinsocialmedia-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  \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{korolov2015actions,\n  author = {Rostyslav Korolov and Justin Peabody and Allen Lavoie and Sanmay Das and Malik Magdon-Ismail and William Wallace},\n  title = {Actions Are Louder Than Words in Social Media},\n  booktitle = {Proceedings of the IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining (ASONAM)},\n  year = {2015},\n  pages = {292--297},\n  url_Paper = {https://cs.gmu.edu/\\%7esanmay/papers/square.pdf},\n  keywords = {Social Networks, Crisis Informatics}\n}\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n  <div class=\"bibbase_paper\" id=\"das-dickerson-li-sandholm-competingdynamicmatchingmarkets-2015\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  <a href=\"https://cs.gmu.edu/\\%7esanmay/papers/competing-matching.pdf\"\n     onclick=\"return trackOutboundLink('publications', 'click', 'das-dickerson-li-sandholm-competingdynamicmatchingmarkets-2015', 'https://cs.gmu.edu/\\%7esanmay/papers/competing-matching.pdf', event);\">\n    Competing Dynamic Matching Markets.\n  </a>\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  <a class=\"bibbase author link\" href=\"https://cs.gmu.edu/~sanmay/papers.html\">Das, S.</a>; Dickerson, J. P.; Li, Z.;  and Sandholm, T.\n</span>\n\n  \n\n</span>\n\n  In <i>Proceedings of the Conference on Auctions, Market Mechanisms and Their Applications (AMMA)</i>,  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://cs.gmu.edu/\\%7esanmay/papers/competing-matching.pdf\"\n     onclick=\"log_download('das-dickerson-li-sandholm-competingdynamicmatchingmarkets-2015', 'https://cs.gmu.edu/\\%7esanmay/papers/competing-matching.pdf', event.ctrlKey, event)\">\n    <img src=\"//bibbase.org/img/filetypes/pdf.svg\"\n\t     alt=\"Competing Dynamic Matching Markets [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/das-dickerson-li-sandholm-competingdynamicmatchingmarkets-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('das-dickerson-li-sandholm-competingdynamicmatchingmarkets-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  \n  \n  \n  \n  \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{das2015competing,\n  author = {Sanmay Das and John P. Dickerson and Zhuoshu Li and Tuomas Sandholm},\n  title = {Competing Dynamic Matching Markets},\n  booktitle = {Proceedings of the Conference on Auctions, Market Mechanisms and Their Applications (AMMA)},\n  year = {2015},\n  url_Paper = {https://cs.gmu.edu/\\%7esanmay/papers/competing-matching.pdf},\n  keywords = {Matching, Market Design, Kidney Exchange, Competing Platforms}\n}\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n  <div class=\"bibbase_paper\" id=\"alkoby-sarne-das-strategicfreeinformationdisclosureforsearchbasedinformationplatforms-2015\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  <a href=\"https://cs.gmu.edu/\\%7esanmay/papers/freeInfoDisclosure.pdf\"\n     onclick=\"return trackOutboundLink('publications', 'click', 'alkoby-sarne-das-strategicfreeinformationdisclosureforsearchbasedinformationplatforms-2015', 'https://cs.gmu.edu/\\%7esanmay/papers/freeInfoDisclosure.pdf', event);\">\n    Strategic Free Information Disclosure for Search-Based Information Platforms.\n  </a>\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  Alkoby, S.; <a class=\"bibbase author link\" href=\"https://bibbase.org/show?bib=www.cs.biu.ac.il%2F%7Esarned%2FSarnePub.bib\">Sarne, D.</a>;  and <a class=\"bibbase author link\" href=\"https://cs.gmu.edu/~sanmay/papers.html\">Das, S.</a>\n</span>\n\n  \n\n</span>\n\n  In <i>Proceedings of the International Conference on Autonomous Agents and Multiagent Systems (AAMAS)</i>, pages 635–643,  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://cs.gmu.edu/\\%7esanmay/papers/freeInfoDisclosure.pdf\"\n     onclick=\"log_download('alkoby-sarne-das-strategicfreeinformationdisclosureforsearchbasedinformationplatforms-2015', 'https://cs.gmu.edu/\\%7esanmay/papers/freeInfoDisclosure.pdf', event.ctrlKey, event)\">\n    <img src=\"//bibbase.org/img/filetypes/pdf.svg\"\n\t     alt=\"Strategic Free Information Disclosure for Search-Based Information Platforms [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/alkoby-sarne-das-strategicfreeinformationdisclosureforsearchbasedinformationplatforms-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('alkoby-sarne-das-strategicfreeinformationdisclosureforsearchbasedinformationplatforms-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  \n  \n  \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{alkoby2015strategic,\n  author    = {Shani Alkoby and David Sarne and Sanmay Das},\n  title     = {Strategic Free Information Disclosure for Search-Based Information Platforms},\n  booktitle = {Proceedings of the International Conference on Autonomous Agents and Multiagent Systems (AAMAS)},\n  pages     = {635--643},\n  year      = {2015},\n  url_Paper = {https://cs.gmu.edu/\\%7esanmay/papers/freeInfoDisclosure.pdf},\n  keywords = {Search, Information Design, Game Theory}\n}\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n  <div class=\"bibbase_paper\" id=\"chakraborty-das-peabody-priceevolutioninacontinuousdoubleauctionpredictionmarketwithascoringrulebasedmarketmaker-2015\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  <a href=\"https://cs.gmu.edu/\\%7esanmay/papers/CDAwithSRMM.pdf\"\n     onclick=\"return trackOutboundLink('publications', 'click', 'chakraborty-das-peabody-priceevolutioninacontinuousdoubleauctionpredictionmarketwithascoringrulebasedmarketmaker-2015', 'https://cs.gmu.edu/\\%7esanmay/papers/CDAwithSRMM.pdf', event);\">\n    Price Evolution in a Continuous Double Auction Prediction Market With a Scoring-Rule Based Market Maker.\n  </a>\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  Chakraborty, M.; <a class=\"bibbase author link\" href=\"https://cs.gmu.edu/~sanmay/papers.html\">Das, S.</a>;  and Peabody, J.\n</span>\n\n  \n\n</span>\n\n  In <i>Proceedings of the AAAI Conference on Artificial Intelligence (AAAI)</i>, pages 835–841,  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://cs.gmu.edu/\\%7esanmay/papers/CDAwithSRMM.pdf\"\n     onclick=\"log_download('chakraborty-das-peabody-priceevolutioninacontinuousdoubleauctionpredictionmarketwithascoringrulebasedmarketmaker-2015', 'https://cs.gmu.edu/\\%7esanmay/papers/CDAwithSRMM.pdf', event.ctrlKey, event)\">\n    <img src=\"//bibbase.org/img/filetypes/pdf.svg\"\n\t     alt=\"Price Evolution in a Continuous Double Auction Prediction Market With a Scoring-Rule Based Market Maker [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/chakraborty-das-peabody-priceevolutioninacontinuousdoubleauctionpredictionmarketwithascoringrulebasedmarketmaker-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('chakraborty-das-peabody-priceevolutioninacontinuousdoubleauctionpredictionmarketwithascoringrulebasedmarketmaker-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  \n  \n  \n  \n  \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{ChaDas15,\n  title = {Price Evolution in a Continuous Double Auction Prediction Market With a Scoring-Rule Based Market Maker},\n  author={Mithun Chakraborty and Sanmay Das and Justin Peabody},\n  booktitle={Proceedings of the AAAI Conference on Artificial Intelligence (AAAI)},\n  year = &quot;2015&quot;,\n  pages = {835--841},\n  url_Paper = {https://cs.gmu.edu/\\%7esanmay/papers/CDAwithSRMM.pdf},\n  keywords = {Market Microstructure, Prediction Markets, Market Making, Scoring Rules}\n}\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n  <div class=\"bibbase_paper\" id=\"das-reportonthecareernetworkconference-2015\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  Report on the Career Network Conference.\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  <a class=\"bibbase author link\" href=\"https://cs.gmu.edu/~sanmay/papers.html\">Das, S.</a>\n</span>\n\n  \n\n</span>\n\n  <i>AI Matters</i>, 1(3): 6–7.  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\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/das-reportonthecareernetworkconference-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\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('das-reportonthecareernetworkconference-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  \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{Das2015Report,\nauthor = {Sanmay Das},\ntitle = {Report on the Career Network Conference},\njournal = {AI Matters},\nvolume = {1},\nnumber = {3},\npages = {6--7},\nyear = {2015},\nkeywords = {Newsletter}\n}\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n  <div class=\"bibbase_paper\" id=\"das-kamenica-representationsofinformationstructures-2015\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  <a href=\"https://cs.gmu.edu/\\%7esanmay/papers/rois.pdf\"\n     onclick=\"return trackOutboundLink('publications', 'click', 'das-kamenica-representationsofinformationstructures-2015', 'https://cs.gmu.edu/\\%7esanmay/papers/rois.pdf', event);\">\n    Representations of Information Structures.\n  </a>\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  <a class=\"bibbase author link\" href=\"https://cs.gmu.edu/~sanmay/papers.html\">Das, S.</a>;  and Kamenica, E.\n</span>\n\n  \n\n</span>\n\n  In <i>Proceedings of the 53rd Allerton Conference on Communication, Control, and Computing</i>, pages 737-743,  2015. \n  <span class=\"note\">Invited paper.</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://cs.gmu.edu/\\%7esanmay/papers/rois.pdf\"\n     onclick=\"log_download('das-kamenica-representationsofinformationstructures-2015', 'https://cs.gmu.edu/\\%7esanmay/papers/rois.pdf', event.ctrlKey, event)\">\n    <img src=\"//bibbase.org/img/filetypes/pdf.svg\"\n\t     alt=\"Representations of Information Structures [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/das-kamenica-representationsofinformationstructures-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('das-kamenica-representationsofinformationstructures-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  \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{das2015representations,\n  author = {Sanmay Das and Emir Kamenica},\n  title = {Representations of Information Structures},\n  booktitle = {Proceedings of the 53rd Allerton Conference on Communication, Control, and Computing},\n  year = {2015},\n  note = {Invited paper.},\n  pages = &quot;737-743&quot;,\n  url_Paper = {https://cs.gmu.edu/\\%7esanmay/papers/rois.pdf},\n  keywords = {Game Theory, Information Design},\n  entrysubtype = {Others}\n}\n\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=\"chhabra-das-sarne-expertmediatedsequentialsearch-2014\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  <a href=\"https://cs.gmu.edu/\\%7esanmay/papers/expertsEJOR_with_supplement.pdf\"\n     onclick=\"return trackOutboundLink('publications', 'click', 'chhabra-das-sarne-expertmediatedsequentialsearch-2014', 'https://cs.gmu.edu/\\%7esanmay/papers/expertsEJOR_with_supplement.pdf', event);\">\n    Expert-mediated sequential search.\n  </a>\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  Chhabra, M.; <a class=\"bibbase author link\" href=\"https://cs.gmu.edu/~sanmay/papers.html\">Das, S.</a>;  and <a class=\"bibbase author link\" href=\"https://bibbase.org/show?bib=www.cs.biu.ac.il%2F%7Esarned%2FSarnePub.bib\">Sarne, D.</a>\n</span>\n\n  \n\n</span>\n\n  <i>European Journal of Operational Research</i>, 234(3): 861–873.  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://cs.gmu.edu/\\%7esanmay/papers/expertsEJOR_with_supplement.pdf\"\n     onclick=\"log_download('chhabra-das-sarne-expertmediatedsequentialsearch-2014', 'https://cs.gmu.edu/\\%7esanmay/papers/expertsEJOR_with_supplement.pdf', event.ctrlKey, event)\">\n    <img src=\"//bibbase.org/img/filetypes/pdf.svg\"\n\t     alt=\"Expert-mediated sequential 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/chhabra-das-sarne-expertmediatedsequentialsearch-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>8 downloads</span>\n  </span>\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('chhabra-das-sarne-expertmediatedsequentialsearch-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  \n  \n  \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{chhabra2014expert,\n  title={Expert-mediated sequential search},\n  author={Meenal Chhabra and Das, Sanmay and Sarne, David},\n  journal={European Journal of Operational Research},\n  volume={234},\n  number={3},\n  pages={861--873},\n  year={2014},\n  url_Paper = {https://cs.gmu.edu/\\%7esanmay/papers/expertsEJOR_with_supplement.pdf},\n  keywords = {Search, Game Theory, Information Design}\n}\n\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n  <div class=\"bibbase_paper\" id=\"das-li-theroleofcommonandprivatesignalsintwosidedmatchingwithinterviews-2014\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  <a href=\"https://cs.gmu.edu/\\%7esanmay/papers/interviews.pdf\"\n     onclick=\"return trackOutboundLink('publications', 'click', 'das-li-theroleofcommonandprivatesignalsintwosidedmatchingwithinterviews-2014', 'https://cs.gmu.edu/\\%7esanmay/papers/interviews.pdf', event);\">\n    The Role of Common and Private Signals in Two-Sided Matching with Interviews.\n  </a>\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  <a class=\"bibbase author link\" href=\"https://cs.gmu.edu/~sanmay/papers.html\">Das, S.</a>;  and Li, Z.\n</span>\n\n  \n\n</span>\n\n  In <i>Web and Internet Economics (WINE)</i>, pages 492–497,  2014. Springer\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://cs.gmu.edu/\\%7esanmay/papers/interviews.pdf\"\n     onclick=\"log_download('das-li-theroleofcommonandprivatesignalsintwosidedmatchingwithinterviews-2014', 'https://cs.gmu.edu/\\%7esanmay/papers/interviews.pdf', event.ctrlKey, event)\">\n    <img src=\"//bibbase.org/img/filetypes/pdf.svg\"\n\t     alt=\"The Role of Common and Private Signals in Two-Sided Matching with Interviews [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/das-li-theroleofcommonandprivatesignalsintwosidedmatchingwithinterviews-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>5 downloads</span>\n  </span>\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('das-li-theroleofcommonandprivatesignalsintwosidedmatchingwithinterviews-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  \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{das2014role,\n  title={The Role of Common and Private Signals in Two-Sided Matching with Interviews},\n  author={Das, Sanmay and Li, Zhuoshu},\n  booktitle={Web and Internet Economics (WINE)},\n  pages={492--497},\n  year={2014},\n  publisher={Springer},\n  url_Paper = {https://cs.gmu.edu/\\%7esanmay/papers/interviews.pdf},\n  keywords = {Matching, Game Theory}\n}\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n  <div class=\"bibbase_paper\" id=\"das-lavoie-automatedinferenceofpointofviewfromuserinteractionsincollectiveintelligencevenues-2014\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  <a href=\"https://cs.gmu.edu/\\%7esanmay/papers/topicpov.pdf\"\n     onclick=\"return trackOutboundLink('publications', 'click', 'das-lavoie-automatedinferenceofpointofviewfromuserinteractionsincollectiveintelligencevenues-2014', 'https://cs.gmu.edu/\\%7esanmay/papers/topicpov.pdf', event);\">\n    Automated inference of point of view from user interactions in collective intelligence venues.\n  </a>\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  <a class=\"bibbase author link\" href=\"https://cs.gmu.edu/~sanmay/papers.html\">Das, S.</a>;  and Lavoie, A.\n</span>\n\n  \n\n</span>\n\n  In <i>Proceedings of the International Conference on Machine Learning (ICML)</i>, pages 82–90,  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://cs.gmu.edu/\\%7esanmay/papers/topicpov.pdf\"\n     onclick=\"log_download('das-lavoie-automatedinferenceofpointofviewfromuserinteractionsincollectiveintelligencevenues-2014', 'https://cs.gmu.edu/\\%7esanmay/papers/topicpov.pdf', event.ctrlKey, event)\">\n    <img src=\"//bibbase.org/img/filetypes/pdf.svg\"\n\t     alt=\"Automated inference of point of view from user interactions in collective intelligence venues [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/das-lavoie-automatedinferenceofpointofviewfromuserinteractionsincollectiveintelligencevenues-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('das-lavoie-automatedinferenceofpointofviewfromuserinteractionsincollectiveintelligencevenues-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  \n  \n  \n  \n  \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{das2014automated,\n  author = {Sanmay Das and Allen Lavoie},\n  title = {Automated inference of point of view from user interactions in collective intelligence venues},\n  booktitle = {Proceedings of the International Conference on Machine Learning (ICML)},\n  year = {2014},\n  pages = {82--90},\n  url_Paper = {https://cs.gmu.edu/\\%7esanmay/papers/topicpov.pdf},\n  keywords = {Social Media, Wikipedia, Collective Intelligence, Topic Models}\n}\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n  <div class=\"bibbase_paper\" id=\"das-lavoie-theeffectsoffeedbackonhumanbehaviorinsocialmediaaninversereinforcementlearningmodel-2014\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  <a href=\"https://cs.gmu.edu/\\%7esanmay/papers/reddit-feedback.pdf\"\n     onclick=\"return trackOutboundLink('publications', 'click', 'das-lavoie-theeffectsoffeedbackonhumanbehaviorinsocialmediaaninversereinforcementlearningmodel-2014', 'https://cs.gmu.edu/\\%7esanmay/papers/reddit-feedback.pdf', event);\">\n    The Effects of Feedback on Human Behavior in Social Media: An Inverse Reinforcement Learning Model.\n  </a>\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  <a class=\"bibbase author link\" href=\"https://cs.gmu.edu/~sanmay/papers.html\">Das, S.</a>;  and Lavoie, A.\n</span>\n\n  \n\n</span>\n\n  In <i>Proceedings of the International Conference on Autonomous Agents and Multiagent Systems (AAMAS)</i>, pages 653–660,  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://cs.gmu.edu/\\%7esanmay/papers/reddit-feedback.pdf\"\n     onclick=\"log_download('das-lavoie-theeffectsoffeedbackonhumanbehaviorinsocialmediaaninversereinforcementlearningmodel-2014', 'https://cs.gmu.edu/\\%7esanmay/papers/reddit-feedback.pdf', event.ctrlKey, event)\">\n    <img src=\"//bibbase.org/img/filetypes/pdf.svg\"\n\t     alt=\"The Effects of Feedback on Human Behavior in Social Media: An Inverse Reinforcement Learning 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/das-lavoie-theeffectsoffeedbackonhumanbehaviorinsocialmediaaninversereinforcementlearningmodel-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>4 downloads</span>\n  </span>\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('das-lavoie-theeffectsoffeedbackonhumanbehaviorinsocialmediaaninversereinforcementlearningmodel-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  \n  \n  \n  \n  \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{das2014effects,\n  author = {Sanmay Das and Allen Lavoie},\n  title = {The Effects of Feedback on Human Behavior in Social Media: An Inverse Reinforcement Learning Model},\n  booktitle = {Proceedings of the International Conference on Autonomous Agents and Multiagent Systems (AAMAS)},\n  year = {2014},\n  pages = {653--660},\n  url_Paper = {https://cs.gmu.edu/\\%7esanmay/papers/reddit-feedback.pdf},\n  keywords = {Social Media, Reddit, Collective Intelligence, Reinforcement Learning}\n}\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n  <div class=\"bibbase_paper\" id=\"chhabra-das-sarne-competitiveinformationprovisioninsequentialsearchmarkets-2014\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  <a href=\"https://cs.gmu.edu/\\%7esanmay/papers/competitive-experts.pdf\"\n     onclick=\"return trackOutboundLink('publications', 'click', 'chhabra-das-sarne-competitiveinformationprovisioninsequentialsearchmarkets-2014', 'https://cs.gmu.edu/\\%7esanmay/papers/competitive-experts.pdf', event);\">\n    Competitive Information Provision in Sequential Search Markets.\n  </a>\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  Chhabra, M.; <a class=\"bibbase author link\" href=\"https://cs.gmu.edu/~sanmay/papers.html\">Das, S.</a>;  and <a class=\"bibbase author link\" href=\"https://bibbase.org/show?bib=www.cs.biu.ac.il%2F%7Esarned%2FSarnePub.bib\">Sarne, D.</a>\n</span>\n\n  \n\n</span>\n\n  In <i>Proceedings of the International Conference on Autonomous Agents and Multiagent Systems</i>, pages 565–572,  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://cs.gmu.edu/\\%7esanmay/papers/competitive-experts.pdf\"\n     onclick=\"log_download('chhabra-das-sarne-competitiveinformationprovisioninsequentialsearchmarkets-2014', 'https://cs.gmu.edu/\\%7esanmay/papers/competitive-experts.pdf', event.ctrlKey, event)\">\n    <img src=\"//bibbase.org/img/filetypes/pdf.svg\"\n\t     alt=\"Competitive Information Provision in Sequential Search Markets [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/chhabra-das-sarne-competitiveinformationprovisioninsequentialsearchmarkets-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('chhabra-das-sarne-competitiveinformationprovisioninsequentialsearchmarkets-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  \n  \n  \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{chhabra2014competitive,\n  author={Meenal Chhabra and Das, Sanmay and Sarne, David},\n  title = {Competitive Information Provision in Sequential Search Markets},\n  booktitle = {Proceedings of the International Conference on Autonomous Agents and Multiagent Systems},\n  year = {2014},\n  pages = {565--572},\n  url_Paper = {https://cs.gmu.edu/\\%7esanmay/papers/competitive-experts.pdf},\n  keywords = {Search, Game Theory, Information Design}\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        (4)\n        \n      </span>\n    </div>\n    <div class=\"bibbase_group_body\">\n      \n  \n  <div class=\"bibbase_paper\" id=\"anshelevich-das-naamad-anarchystabilityandutopiacreatingbettermatchings-2013\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  <a href=\"https://cs.gmu.edu/\\%7esanmay/papers/anarchic-matching-jaamas.pdf\"\n     onclick=\"return trackOutboundLink('publications', 'click', 'anshelevich-das-naamad-anarchystabilityandutopiacreatingbettermatchings-2013', 'https://cs.gmu.edu/\\%7esanmay/papers/anarchic-matching-jaamas.pdf', event);\">\n    Anarchy, Stability, and Utopia: Creating Better Matchings.\n  </a>\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  Anshelevich, E.; <a class=\"bibbase author link\" href=\"https://cs.gmu.edu/~sanmay/papers.html\">Das, S.</a>;  and Naamad, Y.\n</span>\n\n  \n\n</span>\n\n  <i>Autonomous Agents and Multi-Agent Systems</i>, 26(1): 120-140.  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://cs.gmu.edu/\\%7esanmay/papers/anarchic-matching-jaamas.pdf\"\n     onclick=\"log_download('anshelevich-das-naamad-anarchystabilityandutopiacreatingbettermatchings-2013', 'https://cs.gmu.edu/\\%7esanmay/papers/anarchic-matching-jaamas.pdf', event.ctrlKey, event)\">\n    <img src=\"//bibbase.org/img/filetypes/pdf.svg\"\n\t     alt=\"Anarchy, Stability, and Utopia: Creating Better Matchings [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/anshelevich-das-naamad-anarchystabilityandutopiacreatingbettermatchings-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>2 downloads</span>\n  </span>\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('anshelevich-das-naamad-anarchystabilityandutopiacreatingbettermatchings-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  \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{AnsDas13,\n  author = {Anshelevich, Elliot and Das, Sanmay and Yonatan Naamad},\n  title = {Anarchy, Stability, and Utopia: Creating Better Matchings},\n  journal = {Autonomous Agents and Multi-Agent Systems},\n  year = {2013},\n  volume = {26},\n  number = {1},\n  pages = {120-140},\n  url_Paper = {https://cs.gmu.edu/\\%7esanmay/papers/anarchic-matching-jaamas.pdf},\n  keywords = {Matching, Game Theory}  \n}\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n  <div class=\"bibbase_paper\" id=\"das-lavoie-magdonismail-manipulationamongthearbitersofcollectiveintelligencehowwikipediaadministratorsmoldpublicopinion-2013\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  <a href=\"https://cs.gmu.edu/\\%7esanmay/papers/wiki-cikm.pdf\"\n     onclick=\"return trackOutboundLink('publications', 'click', 'das-lavoie-magdonismail-manipulationamongthearbitersofcollectiveintelligencehowwikipediaadministratorsmoldpublicopinion-2013', 'https://cs.gmu.edu/\\%7esanmay/papers/wiki-cikm.pdf', event);\">\n    Manipulation Among the Arbiters of Collective Intelligence: How Wikipedia Administrators Mold Public Opinion.\n  </a>\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  <a class=\"bibbase author link\" href=\"https://cs.gmu.edu/~sanmay/papers.html\">Das, S.</a>; Lavoie, A.;  and Magdon-Ismail, M.\n</span>\n\n  \n\n</span>\n\n  In <i>Proceedings of the ACM Conference on Information and Knowledge Management</i>, pages 1097–1106,  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://cs.gmu.edu/\\%7esanmay/papers/wiki-cikm.pdf\"\n     onclick=\"log_download('das-lavoie-magdonismail-manipulationamongthearbitersofcollectiveintelligencehowwikipediaadministratorsmoldpublicopinion-2013', 'https://cs.gmu.edu/\\%7esanmay/papers/wiki-cikm.pdf', event.ctrlKey, event)\">\n    <img src=\"//bibbase.org/img/filetypes/pdf.svg\"\n\t     alt=\"Manipulation Among the Arbiters of Collective Intelligence: How Wikipedia Administrators Mold Public Opinion [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/das-lavoie-magdonismail-manipulationamongthearbitersofcollectiveintelligencehowwikipediaadministratorsmoldpublicopinion-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>3 downloads</span>\n  </span>\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('das-lavoie-magdonismail-manipulationamongthearbitersofcollectiveintelligencehowwikipediaadministratorsmoldpublicopinion-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  \n  \n  \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{das2013manipulation,\n  author = {Das, Sanmay and Allen Lavoie and Magdon-Ismail, Malik},\n  title = {Manipulation Among the Arbiters of Collective Intelligence: How {Wikipedia} Administrators Mold Public Opinion},\n  booktitle = {Proceedings of the ACM Conference on Information and Knowledge Management},\n  year = {2013},\n  pages={1097--1106},\n  url_Paper = {https://cs.gmu.edu/\\%7esanmay/papers/wiki-cikm.pdf},\n  keywords = {Social Media, Wikipedia, Collective Intelligence}\n}\n\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n  <div class=\"bibbase_paper\" id=\"anshelevich-chhabra-das-gerrior-onthesocialwelfareofmechanismsforrepeatedbatchmatching-2013\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  <a href=\"https://cs.gmu.edu/\\%7esanmay/papers/repeatedBatchMatching.pdf\"\n     onclick=\"return trackOutboundLink('publications', 'click', 'anshelevich-chhabra-das-gerrior-onthesocialwelfareofmechanismsforrepeatedbatchmatching-2013', 'https://cs.gmu.edu/\\%7esanmay/papers/repeatedBatchMatching.pdf', event);\">\n    On the Social Welfare of Mechanisms for Repeated Batch Matching.\n  </a>\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  Anshelevich, E.; Chhabra, M.; <a class=\"bibbase author link\" href=\"https://cs.gmu.edu/~sanmay/papers.html\">Das, S.</a>;  and Gerrior, M.\n</span>\n\n  \n\n</span>\n\n  In <i>Proceedings of the AAAI Conference on Artificial Intelligence</i>, pages 60-66,  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://cs.gmu.edu/\\%7esanmay/papers/repeatedBatchMatching.pdf\"\n     onclick=\"log_download('anshelevich-chhabra-das-gerrior-onthesocialwelfareofmechanismsforrepeatedbatchmatching-2013', 'https://cs.gmu.edu/\\%7esanmay/papers/repeatedBatchMatching.pdf', event.ctrlKey, event)\">\n    <img src=\"//bibbase.org/img/filetypes/pdf.svg\"\n\t     alt=\"On the Social Welfare of Mechanisms for Repeated Batch Matching [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/anshelevich-chhabra-das-gerrior-onthesocialwelfareofmechanismsforrepeatedbatchmatching-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>2 downloads</span>\n  </span>\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('anshelevich-chhabra-das-gerrior-onthesocialwelfareofmechanismsforrepeatedbatchmatching-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  \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{chhabra2013social,\n  author = {Anshelevich, Elliot and Meenal Chhabra and Das, Sanmay and Matthew Gerrior},\n  title = {On the Social Welfare of Mechanisms for Repeated Batch Matching},\n  booktitle = {Proceedings of the AAAI Conference on Artificial Intelligence},\n  year = {2013},\n  pages = {60-66},\n  url_Paper = {https://cs.gmu.edu/\\%7esanmay/papers/repeatedBatchMatching.pdf},\n  keywords = {Matching, Market Design}\n}\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n  <div class=\"bibbase_paper\" id=\"chakraborty-das-lavoie-magdonismail-naamad-instructorratingmarkets-2013\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  <a href=\"https://cs.gmu.edu/\\%7esanmay/papers/irms.pdf\"\n     onclick=\"return trackOutboundLink('publications', 'click', 'chakraborty-das-lavoie-magdonismail-naamad-instructorratingmarkets-2013', 'https://cs.gmu.edu/\\%7esanmay/papers/irms.pdf', event);\">\n    Instructor Rating Markets.\n  </a>\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  Chakraborty, M.; <a class=\"bibbase author link\" href=\"https://cs.gmu.edu/~sanmay/papers.html\">Das, S.</a>; Lavoie, A.; Magdon-Ismail, M.;  and Naamad, Y.\n</span>\n\n  \n\n</span>\n\n  In <i>Proceedings of the AAAI Conference on Artificial Intelligence</i>, pages 159-165,  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://cs.gmu.edu/\\%7esanmay/papers/irms.pdf\"\n     onclick=\"log_download('chakraborty-das-lavoie-magdonismail-naamad-instructorratingmarkets-2013', 'https://cs.gmu.edu/\\%7esanmay/papers/irms.pdf', event.ctrlKey, event)\">\n    <img src=\"//bibbase.org/img/filetypes/pdf.svg\"\n\t     alt=\"Instructor Rating Markets [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/chakraborty-das-lavoie-magdonismail-naamad-instructorratingmarkets-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('chakraborty-das-lavoie-magdonismail-naamad-instructorratingmarkets-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  \n  \n  \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{ChakDas13a,\n  author = {Mithun Chakraborty and Das, Sanmay and Allen Lavoie and Magdon-Ismail, Malik and Yonatan Naamad},\n  title = {Instructor Rating Markets},\n  booktitle = {Proceedings of the AAAI Conference on Artificial Intelligence},\n  year = {2013},\n  pages = {159-165},\n  url_Paper = {https://cs.gmu.edu/\\%7esanmay/papers/irms.pdf},\n  keywords = {Market Microstructure, Prediction Markets, Market Making}\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        (7)\n        \n      </span>\n    </div>\n    <div class=\"bibbase_group_body\">\n      \n  \n  <div class=\"bibbase_paper\" id=\"coles-das-lahaie-szymanski-auctionsmarketmechanismsandtheirapplicationsselectedpapersfromthesecondinternationalconference-2012\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  Auctions, Market Mechanisms, and Their Applications: Selected Papers From the Second International Conference.\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  Coles, P.; <a class=\"bibbase author link\" href=\"https://cs.gmu.edu/~sanmay/papers.html\">Das, S.</a>; Lahaie, S.;  and Szymanski, B. K.,\n  editors.\n  \n</span>\n\n  \n\n</span>\n\n   of Lecture Notes of the Institute for Computer Sciences, Social Informatics and Telecommunications EngineeringSpringer,  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\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/coles-das-lahaie-szymanski-auctionsmarketmechanismsandtheirapplicationsselectedpapersfromthesecondinternationalconference-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('coles-das-lahaie-szymanski-auctionsmarketmechanismsandtheirapplicationsselectedpapersfromthesecondinternationalconference-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;\">@book{ColDas2012,\n  editor    = {Peter Coles and\n               Sanmay Das and\n               S{\\&#x27;e}bastien Lahaie and\n               Boleslaw K. Szymanski},\n  title     = {Auctions, Market Mechanisms, and Their Applications: Selected Papers From the Second International Conference},\n  publisher = {Springer},\n  series    = {Lecture Notes of the Institute for Computer Sciences, Social\n               Informatics and Telecommunications Engineering},\n  year      = {2012}\n}\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n  <div class=\"bibbase_paper\" id=\"das-magdonismail-amodelforinformationgrowthincollectivewisdomprocesses-2012\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  <a href=\"https://cs.gmu.edu/\\%7esanmay/papers/wiki-final.pdf\"\n     onclick=\"return trackOutboundLink('publications', 'click', 'das-magdonismail-amodelforinformationgrowthincollectivewisdomprocesses-2012', 'https://cs.gmu.edu/\\%7esanmay/papers/wiki-final.pdf', event);\">\n    A Model for Information Growth in Collective Wisdom Processes.\n  </a>\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  <a class=\"bibbase author link\" href=\"https://cs.gmu.edu/~sanmay/papers.html\">Das, S.</a>;  and Magdon-Ismail, M.\n</span>\n\n  \n\n</span>\n\n  <i>ACM Transactions on Knowledge Discovery from Data</i>, 6(2): 6:1-6:10.  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://cs.gmu.edu/\\%7esanmay/papers/wiki-final.pdf\"\n     onclick=\"log_download('das-magdonismail-amodelforinformationgrowthincollectivewisdomprocesses-2012', 'https://cs.gmu.edu/\\%7esanmay/papers/wiki-final.pdf', event.ctrlKey, event)\">\n    <img src=\"//bibbase.org/img/filetypes/pdf.svg\"\n\t     alt=\"A Model for Information Growth in Collective Wisdom 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/das-magdonismail-amodelforinformationgrowthincollectivewisdomprocesses-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>2 downloads</span>\n  </span>\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('das-magdonismail-amodelforinformationgrowthincollectivewisdomprocesses-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  \n  \n  \n  \n  \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{DasMag11,\n  author = {Das, Sanmay and Magdon-Ismail, Malik},\n  title = {A Model for Information Growth in Collective Wisdom Processes},\n  journal = {ACM Transactions on Knowledge Discovery from Data},\n  volume    = {6},\n  number    = {2},\n  year      = {2012},\n  pages = {6:1-6:10},\n  url_Paper = {https://cs.gmu.edu/\\%7esanmay/papers/wiki-final.pdf},\n  keywords = {Social Media, Wikipedia, Collective Intelligence, Dynamic Programming}\n} \n\n</pre>\n</div>\n\n\n\n</div>\n\n\n  <div class=\"bibbase_paper\" id=\"geyik-shah-szymanski-das-zerfos-marketmechanismsforresourceallocationinpervasivesensorapplications-2012\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  <a href=\"https://cs.gmu.edu/\\%7esanmay/papers/pmc.12.pdf\"\n     onclick=\"return trackOutboundLink('publications', 'click', 'geyik-shah-szymanski-das-zerfos-marketmechanismsforresourceallocationinpervasivesensorapplications-2012', 'https://cs.gmu.edu/\\%7esanmay/papers/pmc.12.pdf', event);\">\n    Market mechanisms for resource allocation in pervasive sensor applications.\n  </a>\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  Geyik, S. C.; Shah, S. Y.; Szymanski, B. K.; <a class=\"bibbase author link\" href=\"https://cs.gmu.edu/~sanmay/papers.html\">Das, S.</a>;  and Zerfos, P.\n</span>\n\n  \n\n</span>\n\n  <i>Pervasive and Mobile Computing</i>, 8(3): 346-357.  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://cs.gmu.edu/\\%7esanmay/papers/pmc.12.pdf\"\n     onclick=\"log_download('geyik-shah-szymanski-das-zerfos-marketmechanismsforresourceallocationinpervasivesensorapplications-2012', 'https://cs.gmu.edu/\\%7esanmay/papers/pmc.12.pdf', event.ctrlKey, event)\">\n    <img src=\"//bibbase.org/img/filetypes/pdf.svg\"\n\t     alt=\"Market mechanisms for resource allocation in pervasive sensor 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/geyik-shah-szymanski-das-zerfos-marketmechanismsforresourceallocationinpervasivesensorapplications-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>2 downloads</span>\n  </span>\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('geyik-shah-szymanski-das-zerfos-marketmechanismsforresourceallocationinpervasivesensorapplications-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  \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{GeySha12,\n  author    = {Sahin Cem Geyik and\n               S. Yousaf Shah and\n               Boleslaw K. Szymanski and\n               Sanmay Das and\n               Petros Zerfos},\n  title     = {Market mechanisms for resource allocation in pervasive sensor\n               applications},\n  journal   = {Pervasive and Mobile Computing},\n  volume    = {8},\n  number    = {3},\n  year      = {2012},\n  pages     = {346-357},\n  url_Paper = {https://cs.gmu.edu/\\%7esanmay/papers/pmc.12.pdf},\n  keywords = {Applications of Market Mechanisms, Sensor Networks}\n}\n\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n  <div class=\"bibbase_paper\" id=\"yoneyama-das-krishnamoorthy-ahybridmodelfordiseasespreadandanapplicationtothesarspandemic-2012\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  <a href=\"http://arxiv.org/abs/1007.4523\"\n     onclick=\"return trackOutboundLink('publications', 'click', 'yoneyama-das-krishnamoorthy-ahybridmodelfordiseasespreadandanapplicationtothesarspandemic-2012', 'http://arxiv.org/abs/1007.4523', event);\">\n    A Hybrid Model for Disease Spread and an Application to the SARS Pandemic.\n  </a>\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  Yoneyama, T.; <a class=\"bibbase author link\" href=\"https://cs.gmu.edu/~sanmay/papers.html\">Das, S.</a>;  and Krishnamoorthy, M.\n</span>\n\n  \n\n</span>\n\n  <i>Journal of Artificial Societies and Social Simulation</i>, 15(1).  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=\"http://arxiv.org/abs/1007.4523\"\n     onclick=\"log_download('yoneyama-das-krishnamoorthy-ahybridmodelfordiseasespreadandanapplicationtothesarspandemic-2012', 'http://arxiv.org/abs/1007.4523', event.ctrlKey, event)\">\n    <img src=\"//bibbase.org/img/filetypes/link.svg\"\n\t     alt=\"A Hybrid Model for Disease Spread and an Application to the SARS Pandemic [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/yoneyama-das-krishnamoorthy-ahybridmodelfordiseasespreadandanapplicationtothesarspandemic-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>2 downloads</span>\n  </span>\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('yoneyama-das-krishnamoorthy-ahybridmodelfordiseasespreadandanapplicationtothesarspandemic-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  \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{yoneyama2010hybrid,\n  title={{A Hybrid Model for Disease Spread and an Application to the SARS Pandemic}},\n  author={Yoneyama, Teruhiko and Das, Sanmay and Krishnamoorthy, Mukkai},\n  journal = {Journal of Artificial Societies and Social Simulation},\n  volume    = {15},\n  number    = {1},\n  year      = {2012},\n  url_Paper = {http://arxiv.org/abs/1007.4523},\n  keywords = {Computational Epidemiology, Multi-Agent Simulation and Modeling}\n}\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n  <div class=\"bibbase_paper\" id=\"brahma-chakraborty-das-lavoie-magdonismail-abayesianmarketmaker-2012\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  <a href=\"https://cs.gmu.edu/\\%7esanmay/papers/bmm-ec.pdf\"\n     onclick=\"return trackOutboundLink('publications', 'click', 'brahma-chakraborty-das-lavoie-magdonismail-abayesianmarketmaker-2012', 'https://cs.gmu.edu/\\%7esanmay/papers/bmm-ec.pdf', event);\">\n    A Bayesian market maker.\n  </a>\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  Brahma, A.; Chakraborty, M.; <a class=\"bibbase author link\" href=\"https://cs.gmu.edu/~sanmay/papers.html\">Das, S.</a>; Lavoie, A.;  and Magdon-Ismail, M.\n</span>\n\n  \n\n</span>\n\n  In <i>Proceedings of the ACM Conference on Electronic Commerce</i>, pages 215-232,  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://cs.gmu.edu/\\%7esanmay/papers/bmm-ec.pdf\"\n     onclick=\"log_download('brahma-chakraborty-das-lavoie-magdonismail-abayesianmarketmaker-2012', 'https://cs.gmu.edu/\\%7esanmay/papers/bmm-ec.pdf', event.ctrlKey, event)\">\n    <img src=\"//bibbase.org/img/filetypes/pdf.svg\"\n\t     alt=\"A Bayesian market maker [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/brahma-chakraborty-das-lavoie-magdonismail-abayesianmarketmaker-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>5 downloads</span>\n  </span>\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('brahma-chakraborty-das-lavoie-magdonismail-abayesianmarketmaker-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  \n  \n  \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{BraCha12,\n  author    = {Aseem Brahma and\n               Mithun Chakraborty and\n               Sanmay Das and\n               Allen Lavoie and\n               Malik Magdon-Ismail},\n  title     = {A {Bayesian} market maker},\n  booktitle = {Proceedings of the ACM Conference on Electronic Commerce},\n  year      = {2012},\n  pages     = {215-232},\n  url_Paper = {https://cs.gmu.edu/\\%7esanmay/papers/bmm-ec.pdf},\n  keywords = {Market Microstructure, Prediction Markets, Market Making}\n}\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n  <div class=\"bibbase_paper\" id=\"nahum-sarne-das-shehory-twosidedsearchwithexperts-2012\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  <a href=\"https://cs.gmu.edu/\\%7esanmay/papers/tss-ec.pdf\"\n     onclick=\"return trackOutboundLink('publications', 'click', 'nahum-sarne-das-shehory-twosidedsearchwithexperts-2012', 'https://cs.gmu.edu/\\%7esanmay/papers/tss-ec.pdf', event);\">\n    Two-sided search with experts.\n  </a>\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  Nahum, Y.; <a class=\"bibbase author link\" href=\"https://bibbase.org/show?bib=www.cs.biu.ac.il%2F%7Esarned%2FSarnePub.bib\">Sarne, D.</a>; <a class=\"bibbase author link\" href=\"https://cs.gmu.edu/~sanmay/papers.html\">Das, S.</a>;  and Shehory, O.\n</span>\n\n  \n\n</span>\n\n  In <i>Proceedings of the ACM Conference on Electronic Commerce</i>, pages 754-771,  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://cs.gmu.edu/\\%7esanmay/papers/tss-ec.pdf\"\n     onclick=\"log_download('nahum-sarne-das-shehory-twosidedsearchwithexperts-2012', 'https://cs.gmu.edu/\\%7esanmay/papers/tss-ec.pdf', event.ctrlKey, event)\">\n    <img src=\"//bibbase.org/img/filetypes/pdf.svg\"\n\t     alt=\"Two-sided search with 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/nahum-sarne-das-shehory-twosidedsearchwithexperts-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>3 downloads</span>\n  </span>\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('nahum-sarne-das-shehory-twosidedsearchwithexperts-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  \n  \n  \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{NahSar12,\n  author    = {Yinon Nahum and\n               David Sarne and\n               Sanmay Das and\n               Onn Shehory},\n  title     = {Two-sided search with experts},\n  booktitle = {Proceedings of the ACM Conference on Electronic Commerce},\n  year      = {2012},\n  pages     = {754-771},\n  url_Paper = {https://cs.gmu.edu/\\%7esanmay/papers/tss-ec.pdf},\n  keywords = {Search, Game Theory, Information Design}\n}\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n  <div class=\"bibbase_paper\" id=\"chhabra-das-szymanski-teamformationinsocialnetworks-2012\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  <a href=\"https://cs.gmu.edu/\\%7esanmay/papers/teamFormation.pdf\"\n     onclick=\"return trackOutboundLink('publications', 'click', 'chhabra-das-szymanski-teamformationinsocialnetworks-2012', 'https://cs.gmu.edu/\\%7esanmay/papers/teamFormation.pdf', event);\">\n    Team Formation in Social Networks.\n  </a>\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  Chhabra, M.; <a class=\"bibbase author link\" href=\"https://cs.gmu.edu/~sanmay/papers.html\">Das, S.</a>;  and Szymanski, B. K.\n</span>\n\n  \n\n</span>\n\n  In <i>Proceedings of the International Symposium on Computer and Information Sciences</i>, pages 291-299,  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://cs.gmu.edu/\\%7esanmay/papers/teamFormation.pdf\"\n     onclick=\"log_download('chhabra-das-szymanski-teamformationinsocialnetworks-2012', 'https://cs.gmu.edu/\\%7esanmay/papers/teamFormation.pdf', event.ctrlKey, event)\">\n    <img src=\"//bibbase.org/img/filetypes/pdf.svg\"\n\t     alt=\"Team Formation in Social Networks [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/chhabra-das-szymanski-teamformationinsocialnetworks-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>2 downloads</span>\n  </span>\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('chhabra-das-szymanski-teamformationinsocialnetworks-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  \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{chhabra2012team,\n  author    = {Meenal Chhabra and\n               Sanmay Das and\n               Boleslaw K. Szymanski},\n  title     = {Team Formation in Social Networks},\n  booktitle = {Proceedings of the International Symposium on Computer and Information Sciences},\n  year      = {2012},\n  pages     = {291-299},\n  url_Paper = {https://cs.gmu.edu/\\%7esanmay/papers/teamFormation.pdf},\n  keywords = {Social Networks}  \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        (5)\n        \n      </span>\n    </div>\n    <div class=\"bibbase_group_body\">\n      \n  \n  <div class=\"bibbase_paper\" id=\"sehgal-das-noto-saier-elkan-identifyingrelevantdataforabiologicaldatabasehandcraftedrulesversusmachinelearning-2011\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  <a href=\"https://cs.gmu.edu/\\%7esanmay/papers/tcbb09.pdf\"\n     onclick=\"return trackOutboundLink('publications', 'click', 'sehgal-das-noto-saier-elkan-identifyingrelevantdataforabiologicaldatabasehandcraftedrulesversusmachinelearning-2011', 'https://cs.gmu.edu/\\%7esanmay/papers/tcbb09.pdf', event);\">\n    Identifying Relevant Data for a Biological Database: Handcrafted Rules Versus Machine Learning.\n  </a>\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  Sehgal, A.; <a class=\"bibbase author link\" href=\"https://cs.gmu.edu/~sanmay/papers.html\">Das, S.</a>; Noto, K.; Saier;  and Elkan, C.\n</span>\n\n  \n\n</span>\n\n  <i>IEEE/ACM Transactions on Computational Biology and Bioinformatics</i>, 8(3): 851-857.  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://cs.gmu.edu/\\%7esanmay/papers/tcbb09.pdf\"\n     onclick=\"log_download('sehgal-das-noto-saier-elkan-identifyingrelevantdataforabiologicaldatabasehandcraftedrulesversusmachinelearning-2011', 'https://cs.gmu.edu/\\%7esanmay/papers/tcbb09.pdf', event.ctrlKey, event)\">\n    <img src=\"//bibbase.org/img/filetypes/pdf.svg\"\n\t     alt=\"Identifying Relevant Data for a Biological Database: Handcrafted Rules Versus Machine 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/sehgal-das-noto-saier-elkan-identifyingrelevantdataforabiologicaldatabasehandcraftedrulesversusmachinelearning-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('sehgal-das-noto-saier-elkan-identifyingrelevantdataforabiologicaldatabasehandcraftedrulesversusmachinelearning-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  \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{SehDas11,\n  author = {Sehgal, Aditya and Das, Sanmay and Noto, Keith and Saier, Jr., Milton H. and Charles Elkan},\n  title = {Identifying Relevant Data for a Biological Database: Handcrafted Rules Versus Machine Learning},\n  journal = {IEEE/ACM Transactions on Computational Biology and Bioinformatics},\n  volume    = {8},\n  number    = {3},\n  year      = {2011},\n  pages     = {851-857},\n  url_Paper = {https://cs.gmu.edu/\\%7esanmay/papers/tcbb09.pdf},\n  keywords = {Biomedical Informatics, Semi-Supervised Learning}\n}\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n  <div class=\"bibbase_paper\" id=\"chakraborty-das-magdonismail-nearoptimaltargetlearningwithstochasticbinarysignals-2011\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  <a href=\"https://cs.gmu.edu/\\%7esanmay/papers/LearnThresh.pdf\"\n     onclick=\"return trackOutboundLink('publications', 'click', 'chakraborty-das-magdonismail-nearoptimaltargetlearningwithstochasticbinarysignals-2011', 'https://cs.gmu.edu/\\%7esanmay/papers/LearnThresh.pdf', event);\">\n    Near-Optimal Target Learning With Stochastic Binary Signals.\n  </a>\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  Chakraborty, M.; <a class=\"bibbase author link\" href=\"https://cs.gmu.edu/~sanmay/papers.html\">Das, S.</a>;  and Magdon-Ismail, M.\n</span>\n\n  \n\n</span>\n\n  In <i>Proceedings of the Conference on Uncertainty in Artificial Intelligence</i>, pages 69-76,  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://cs.gmu.edu/\\%7esanmay/papers/LearnThresh.pdf\"\n     onclick=\"log_download('chakraborty-das-magdonismail-nearoptimaltargetlearningwithstochasticbinarysignals-2011', 'https://cs.gmu.edu/\\%7esanmay/papers/LearnThresh.pdf', event.ctrlKey, event)\">\n    <img src=\"//bibbase.org/img/filetypes/pdf.svg\"\n\t     alt=\"Near-Optimal Target Learning With Stochastic Binary Signals [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/chakraborty-das-magdonismail-nearoptimaltargetlearningwithstochasticbinarysignals-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('chakraborty-das-magdonismail-nearoptimaltargetlearningwithstochasticbinarysignals-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  \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{ChakDas11,\n  author = {Mithun Chakraborty and Das, Sanmay and Magdon-Ismail, Malik},\n  title = {Near-Optimal Target Learning With Stochastic Binary Signals},\n  booktitle = {Proceedings of the Conference on Uncertainty in Artificial Intelligence},\n  year = {2011},\n  pages = {69-76},\n  url_Paper = {https://cs.gmu.edu/\\%7esanmay/papers/LearnThresh.pdf},\n  keywords = {Active Learning, Dynamic Programming}\n}\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n  <div class=\"bibbase_paper\" id=\"chhabra-das-learningthedemandcurveinpostedpricedigitalgoodsauctions-2011\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  <a href=\"https://cs.gmu.edu/\\%7esanmay/papers/dynamicpricing.pdf\"\n     onclick=\"return trackOutboundLink('publications', 'click', 'chhabra-das-learningthedemandcurveinpostedpricedigitalgoodsauctions-2011', 'https://cs.gmu.edu/\\%7esanmay/papers/dynamicpricing.pdf', event);\">\n    Learning the Demand Curve in Posted-Price Digital Goods Auctions.\n  </a>\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  Chhabra, M.;  and <a class=\"bibbase author link\" href=\"https://cs.gmu.edu/~sanmay/papers.html\">Das, S.</a>\n</span>\n\n  \n\n</span>\n\n  In <i>Proceedings of the International Joint Conference on Autonomous Agents and Multi-Agent Systems</i>, pages 63–70,  2011. \n  <span class=\"note\">Nominated for the Best Student Paper Award (one of three nominees)</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://cs.gmu.edu/\\%7esanmay/papers/dynamicpricing.pdf\"\n     onclick=\"log_download('chhabra-das-learningthedemandcurveinpostedpricedigitalgoodsauctions-2011', 'https://cs.gmu.edu/\\%7esanmay/papers/dynamicpricing.pdf', event.ctrlKey, event)\">\n    <img src=\"//bibbase.org/img/filetypes/pdf.svg\"\n\t     alt=\"Learning the Demand Curve in Posted-Price Digital Goods Auctions [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/chhabra-das-learningthedemandcurveinpostedpricedigitalgoodsauctions-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>3 downloads</span>\n  </span>\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('chhabra-das-learningthedemandcurveinpostedpricedigitalgoodsauctions-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  \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{ChaDas11a,\n  author = {Meenal Chhabra and Das, Sanmay},\n  title = {Learning the Demand Curve in Posted-Price Digital Goods Auctions},\n  booktitle = {Proceedings of the International Joint Conference on Autonomous Agents and Multi-Agent Systems},\n  pages = {63--70},\n  note = {Nominated for the Best Student Paper Award (one of three nominees)},\n  year = {2011},\n  url_Paper = {https://cs.gmu.edu/\\%7esanmay/papers/dynamicpricing.pdf},\n  keywords = {Dynamic Pricing, Dynamic Programming}\n}\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n  <div class=\"bibbase_paper\" id=\"chhabra-das-sarne-expertmediatedsearch-2011\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  <a href=\"https://cs.gmu.edu/\\%7esanmay/papers/expertsearch.pdf\"\n     onclick=\"return trackOutboundLink('publications', 'click', 'chhabra-das-sarne-expertmediatedsearch-2011', 'https://cs.gmu.edu/\\%7esanmay/papers/expertsearch.pdf', event);\">\n    Expert-Mediated Search.\n  </a>\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  Chhabra, M.; <a class=\"bibbase author link\" href=\"https://cs.gmu.edu/~sanmay/papers.html\">Das, S.</a>;  and <a class=\"bibbase author link\" href=\"https://bibbase.org/show?bib=www.cs.biu.ac.il%2F%7Esarned%2FSarnePub.bib\">Sarne, D.</a>\n</span>\n\n  \n\n</span>\n\n  In <i>Proceedings of the International Joint Conference on Autonomous Agents and Multi-Agent Systems</i>, pages 415–422,  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://cs.gmu.edu/\\%7esanmay/papers/expertsearch.pdf\"\n     onclick=\"log_download('chhabra-das-sarne-expertmediatedsearch-2011', 'https://cs.gmu.edu/\\%7esanmay/papers/expertsearch.pdf', event.ctrlKey, event)\">\n    <img src=\"//bibbase.org/img/filetypes/pdf.svg\"\n\t     alt=\"Expert-Mediated 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/chhabra-das-sarne-expertmediatedsearch-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('chhabra-das-sarne-expertmediatedsearch-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  \n  \n  \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{ChaDas11b,\n  author = {Meenal Chhabra and Das, Sanmay and Sarne, David},\n  title = {Expert-Mediated Search},\n  booktitle = {Proceedings of the International Joint Conference on Autonomous Agents and Multi-Agent Systems},\n  year = {2011},\n  pages = {415--422},\n  url_Paper = {https://cs.gmu.edu/\\%7esanmay/papers/expertsearch.pdf},\n  keywords = {Search, Game Theory, Information Design}\n}\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n  <div class=\"bibbase_paper\" id=\"szymanski-shah-geyik-das-chhabra-zerfos-marketmechanismsforvalueofinformationdrivenresourceallocationinsensornetworks-2011\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  <a href=\"https://cs.gmu.edu/\\%7esanmay/papers/sensormarkets.pdf\"\n     onclick=\"return trackOutboundLink('publications', 'click', 'szymanski-shah-geyik-das-chhabra-zerfos-marketmechanismsforvalueofinformationdrivenresourceallocationinsensornetworks-2011', 'https://cs.gmu.edu/\\%7esanmay/papers/sensormarkets.pdf', event);\">\n    Market mechanisms for Value of Information driven resource allocation in Sensor Networks.\n  </a>\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  Szymanski, B. K.; Shah, S. Y.; Geyik, S. C.; <a class=\"bibbase author link\" href=\"https://cs.gmu.edu/~sanmay/papers.html\">Das, S.</a>; Chhabra, M.;  and Zerfos, P.\n</span>\n\n  \n\n</span>\n\n  In <i>Workshop Proceedings of the Ninth Annual IEEE International Conference on Pervasive Computing and Communications (PerCom Workshops)</i>, pages 20-25,  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://cs.gmu.edu/\\%7esanmay/papers/sensormarkets.pdf\"\n     onclick=\"log_download('szymanski-shah-geyik-das-chhabra-zerfos-marketmechanismsforvalueofinformationdrivenresourceallocationinsensornetworks-2011', 'https://cs.gmu.edu/\\%7esanmay/papers/sensormarkets.pdf', event.ctrlKey, event)\">\n    <img src=\"//bibbase.org/img/filetypes/pdf.svg\"\n\t     alt=\"Market mechanisms for Value of Information driven resource allocation in Sensor Networks [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/szymanski-shah-geyik-das-chhabra-zerfos-marketmechanismsforvalueofinformationdrivenresourceallocationinsensornetworks-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('szymanski-shah-geyik-das-chhabra-zerfos-marketmechanismsforvalueofinformationdrivenresourceallocationinsensornetworks-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  \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{SzymanskiSGDCZ11,\n  author    = {Boleslaw K. Szymanski and\n               S. Yousaf Shah and\n               Sahin Cem Geyik and\n               Sanmay Das and\n               Meenal Chhabra and\n               Petros Zerfos},\n  title     = {Market mechanisms for Value of Information driven resource\n               allocation in Sensor Networks},\n  booktitle = {Workshop Proceedings of the Ninth Annual IEEE International Conference on Pervasive Computing and Communications (PerCom Workshops)},\n  year      = {2011},\n  pages     = {20-25},\n  url_Paper = {https://cs.gmu.edu/\\%7esanmay/papers/sensormarkets.pdf},\n  keywords = {Applications of Market Mechanisms, Sensor Networks},\n  entrysubtype = {Others}\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        (4)\n        \n      </span>\n    </div>\n    <div class=\"bibbase_group_body\">\n      \n  \n  <div class=\"bibbase_paper\" id=\"das-tsitsiklis-whenisitimportanttoknowyouvebeenrejectedasearchproblemwithprobabilisticappearanceofoffers-2010\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  <a href=\"https://cs.gmu.edu/\\%7esanmay/papers/probsearch.pdf\"\n     onclick=\"return trackOutboundLink('publications', 'click', 'das-tsitsiklis-whenisitimportanttoknowyouvebeenrejectedasearchproblemwithprobabilisticappearanceofoffers-2010', 'https://cs.gmu.edu/\\%7esanmay/papers/probsearch.pdf', event);\">\n    When is it Important to Know You've Been Rejected? A Search Problem With Probabilistic Appearance of Offers.\n  </a>\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  <a class=\"bibbase author link\" href=\"https://cs.gmu.edu/~sanmay/papers.html\">Das, S.</a>;  and Tsitsiklis, J. N.\n</span>\n\n  \n\n</span>\n\n  <i>Journal of Economic Behavior and Organization</i>, 74: 104-122.  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://cs.gmu.edu/\\%7esanmay/papers/probsearch.pdf\"\n     onclick=\"log_download('das-tsitsiklis-whenisitimportanttoknowyouvebeenrejectedasearchproblemwithprobabilisticappearanceofoffers-2010', 'https://cs.gmu.edu/\\%7esanmay/papers/probsearch.pdf', event.ctrlKey, event)\">\n    <img src=\"//bibbase.org/img/filetypes/pdf.svg\"\n\t     alt=\"When is it Important to Know You&#x27;ve Been Rejected? A Search Problem With Probabilistic Appearance of Offers [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/das-tsitsiklis-whenisitimportanttoknowyouvebeenrejectedasearchproblemwithprobabilisticappearanceofoffers-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('das-tsitsiklis-whenisitimportanttoknowyouvebeenrejectedasearchproblemwithprobabilisticappearanceofoffers-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  \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{DasTsi10,\n  author = {Das, Sanmay and Tsitsiklis, John N.},\n  title = {When is it Important to Know You&#x27;ve Been Rejected? A Search Problem With Probabilistic Appearance of Offers},\n  year = {2010},\n  journal = {Journal of Economic Behavior and Organization},\n  volume = &quot;74&quot;,\n  pages = &quot;104-122&quot;,\n  url_Paper = {https://cs.gmu.edu/\\%7esanmay/papers/probsearch.pdf},\n  keywords = {Search, Dynamic Programming}\n}\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n  <div class=\"bibbase_paper\" id=\"das-magdonismail-collectivewisdominformationgrowthinwikisandblogs-2010\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  <a href=\"https://cs.gmu.edu/\\%7esanmay/papers/wiki-ec.pdf\"\n     onclick=\"return trackOutboundLink('publications', 'click', 'das-magdonismail-collectivewisdominformationgrowthinwikisandblogs-2010', 'https://cs.gmu.edu/\\%7esanmay/papers/wiki-ec.pdf', event);\">\n    Collective Wisdom: Information Growth in Wikis and Blogs.\n  </a>\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  <a class=\"bibbase author link\" href=\"https://cs.gmu.edu/~sanmay/papers.html\">Das, S.</a>;  and Magdon-Ismail, M.\n</span>\n\n  \n\n</span>\n\n  In <i>Proceedings of the ACM Conference on Electronic Commerce</i>, pages 231-240,  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://cs.gmu.edu/\\%7esanmay/papers/wiki-ec.pdf\"\n     onclick=\"log_download('das-magdonismail-collectivewisdominformationgrowthinwikisandblogs-2010', 'https://cs.gmu.edu/\\%7esanmay/papers/wiki-ec.pdf', event.ctrlKey, event)\">\n    <img src=\"//bibbase.org/img/filetypes/pdf.svg\"\n\t     alt=\"Collective Wisdom: Information Growth in Wikis and Blogs [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/das-magdonismail-collectivewisdominformationgrowthinwikisandblogs-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>2 downloads</span>\n  </span>\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('das-magdonismail-collectivewisdominformationgrowthinwikisandblogs-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  \n  \n  \n  \n  \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{DasMag10,\nauthor = {Das, Sanmay and Magdon-Ismail, Malik},\ntitle = {Collective Wisdom: Information Growth in Wikis and Blogs},\nyear = &quot;2010&quot;,\nbooktitle = {Proceedings of the ACM Conference on Electronic Commerce},\npages=&quot;231-240&quot;,\nurl_Paper = {https://cs.gmu.edu/\\%7esanmay/papers/wiki-ec.pdf},\nkeywords = {Social Media, Wikipedia, Collective Intelligence, Dynamic Programming}\n} \n\n</pre>\n</div>\n\n\n\n</div>\n\n\n  <div class=\"bibbase_paper\" id=\"meisner-das-isler-trinkle-sabanovic-caporael-predictivestaterepresentationsforgroundinghumanrobotcommunication-2010\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  <a href=\"https://cs.gmu.edu/\\%7esanmay/papers/PSR_ICRA.pdf\"\n     onclick=\"return trackOutboundLink('publications', 'click', 'meisner-das-isler-trinkle-sabanovic-caporael-predictivestaterepresentationsforgroundinghumanrobotcommunication-2010', 'https://cs.gmu.edu/\\%7esanmay/papers/PSR_ICRA.pdf', event);\">\n    Predictive State Representations for Grounding Human-Robot Communication.\n  </a>\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  Meisner, E.; <a class=\"bibbase author link\" href=\"https://cs.gmu.edu/~sanmay/papers.html\">Das, S.</a>; Isler, V.; Trinkle, J.; Sabanovic, S.;  and Caporael, L. R.\n</span>\n\n  \n\n</span>\n\n  In <i>Proceedings of the IEEE International Conference on Robotics and Automation</i>, pages 178-185,  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://cs.gmu.edu/\\%7esanmay/papers/PSR_ICRA.pdf\"\n     onclick=\"log_download('meisner-das-isler-trinkle-sabanovic-caporael-predictivestaterepresentationsforgroundinghumanrobotcommunication-2010', 'https://cs.gmu.edu/\\%7esanmay/papers/PSR_ICRA.pdf', event.ctrlKey, event)\">\n    <img src=\"//bibbase.org/img/filetypes/pdf.svg\"\n\t     alt=\"Predictive State Representations for Grounding Human-Robot Communication [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/meisner-das-isler-trinkle-sabanovic-caporael-predictivestaterepresentationsforgroundinghumanrobotcommunication-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('meisner-das-isler-trinkle-sabanovic-caporael-predictivestaterepresentationsforgroundinghumanrobotcommunication-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  \n  \n  \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{MeiDas10,\n  author = {Meisner, Eric and Das, Sanmay and Isler, Volkan and Trinkle, Jeffrey and Sabanovic, Selma and Caporael, Linnda R.},\n  title = {Predictive State Representations for Grounding Human-Robot Communication},\n  year = {2010},\n  pages = &quot;178-185&quot;,\n  booktitle = {Proceedings of the IEEE International Conference on Robotics and Automation},\n  url_Paper = {https://cs.gmu.edu/\\%7esanmay/papers/PSR_ICRA.pdf},\n  keywords = {Reinforcement Learning, Robotics, Human-Robot Interaction}\n}\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n  <div class=\"bibbase_paper\" id=\"anshelevich-das-matchingcardinalutilityandsocialwelfare-2010\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  <a href=\"http://www.sigecom.org/exchanges/volume_9/1/ANSHELEVICH.pdf\"\n     onclick=\"return trackOutboundLink('publications', 'click', 'anshelevich-das-matchingcardinalutilityandsocialwelfare-2010', 'http://www.sigecom.org/exchanges/volume_9/1/ANSHELEVICH.pdf', event);\">\n    Matching, Cardinal Utility, and Social Welfare.\n  </a>\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  Anshelevich, E.;  and <a class=\"bibbase author link\" href=\"https://cs.gmu.edu/~sanmay/papers.html\">Das, S.</a>\n</span>\n\n  \n\n</span>\n\n  <i>ACM SIGECom Exchanges</i>, 9(1).  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=\"http://www.sigecom.org/exchanges/volume_9/1/ANSHELEVICH.pdf\"\n     onclick=\"log_download('anshelevich-das-matchingcardinalutilityandsocialwelfare-2010', 'http://www.sigecom.org/exchanges/volume_9/1/ANSHELEVICH.pdf', event.ctrlKey, event)\">\n    <img src=\"//bibbase.org/img/filetypes/pdf.svg\"\n\t     alt=\"Matching, Cardinal Utility, and Social Welfare [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/anshelevich-das-matchingcardinalutilityandsocialwelfare-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>2 downloads</span>\n  </span>\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('anshelevich-das-matchingcardinalutilityandsocialwelfare-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  \n  \n  \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{AnsDas10,\nauthor = {Elliot Anshelevich and Sanmay Das},\ntitle = {Matching, Cardinal Utility, and Social Welfare},\njournal = {ACM SIGECom Exchanges},\nvolume = &quot;9&quot;,\nnumber = &quot;1&quot;,\nyear = &quot;2010&quot;,\nurl_Paper = {http://www.sigecom.org/exchanges/volume_9/1/ANSHELEVICH.pdf},\nkeywords = {Matching, Game Theory, Newsletter}\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        (2)\n        \n      </span>\n    </div>\n    <div class=\"bibbase_group_body\">\n      \n  \n  <div class=\"bibbase_paper\" id=\"das-ostrovsky-pennock-szymanski-auctionsmarketmechanismsandtheirapplicationsselectedpapersfromthefirstinternationalconference-2009\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  Auctions, Market Mechanisms and Their Applications: Selected Papers From the First International Conference.\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  <a class=\"bibbase author link\" href=\"https://cs.gmu.edu/~sanmay/papers.html\">Das, S.</a>; Ostrovsky, M.; Pennock, D.;  and Szymanski, B.,\n  editors.\n  \n</span>\n\n  \n\n</span>\n\n   of Lecture Notes of the Institute for Computer Sciences, Social Informatics and Telecommunications EngineeringSpringer,  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\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/das-ostrovsky-pennock-szymanski-auctionsmarketmechanismsandtheirapplicationsselectedpapersfromthefirstinternationalconference-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\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('das-ostrovsky-pennock-szymanski-auctionsmarketmechanismsandtheirapplicationsselectedpapersfromthefirstinternationalconference-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;\">@book{DasOst09,\ntitle = {Auctions, Market Mechanisms and Their Applications: Selected Papers From the First International Conference},\neditor = {Das, Sanmay and Ostrovsky, Michael and Pennock, David and Szymanski, Boleslaw},\npublisher = {Springer},\nseries    = {Lecture Notes of the Institute for Computer Sciences, Social\n               Informatics and Telecommunications Engineering},\nyear = {2009}\n}\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n  <div class=\"bibbase_paper\" id=\"anshelevich-das-naamad-anarchystabilityandutopiacreatingbettermatchings-2009\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  <a href=\"https://cs.gmu.edu/\\%7esanmay/papers/anarchic-matching.pdf\"\n     onclick=\"return trackOutboundLink('publications', 'click', 'anshelevich-das-naamad-anarchystabilityandutopiacreatingbettermatchings-2009', 'https://cs.gmu.edu/\\%7esanmay/papers/anarchic-matching.pdf', event);\">\n    Anarchy, Stability, and Utopia: Creating Better Matchings.\n  </a>\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  Anshelevich, E.; <a class=\"bibbase author link\" href=\"https://cs.gmu.edu/~sanmay/papers.html\">Das, S.</a>;  and Naamad, Y.\n</span>\n\n  \n\n</span>\n\n  In <i>Proceedings of the Symposium on Algorithmic Game Theory</i>, pages 159-170,  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://cs.gmu.edu/\\%7esanmay/papers/anarchic-matching.pdf\"\n     onclick=\"log_download('anshelevich-das-naamad-anarchystabilityandutopiacreatingbettermatchings-2009', 'https://cs.gmu.edu/\\%7esanmay/papers/anarchic-matching.pdf', event.ctrlKey, event)\">\n    <img src=\"//bibbase.org/img/filetypes/pdf.svg\"\n\t     alt=\"Anarchy, Stability, and Utopia: Creating Better Matchings [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/anshelevich-das-naamad-anarchystabilityandutopiacreatingbettermatchings-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>2 downloads</span>\n  </span>\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('anshelevich-das-naamad-anarchystabilityandutopiacreatingbettermatchings-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  \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{AnsDas09,\n  author = {Anshelevich, Elliot and Das, Sanmay and Yonatan Naamad},\n  title = {Anarchy, Stability, and Utopia: Creating Better Matchings},\n  year = {2009},\n   booktitle = {Proceedings of the Symposium on Algorithmic Game Theory},\n  pages = {159-170},\n  url_Paper = {https://cs.gmu.edu/\\%7esanmay/papers/anarchic-matching.pdf},\n  keywords = {Matching, Game Theory}\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        (3)\n        \n      </span>\n    </div>\n    <div class=\"bibbase_group_body\">\n      \n  \n  <div class=\"bibbase_paper\" id=\"das-magdonismail-adaptingtoamarketshockoptimalsequentialmarketmaking-2008\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  <a href=\"https://cs.gmu.edu/\\%7esanmay/papers/opt-mm-nips.pdf\"\n     onclick=\"return trackOutboundLink('publications', 'click', 'das-magdonismail-adaptingtoamarketshockoptimalsequentialmarketmaking-2008', 'https://cs.gmu.edu/\\%7esanmay/papers/opt-mm-nips.pdf', event);\">\n    Adapting to a Market Shock: Optimal Sequential Market-Making.\n  </a>\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  <a class=\"bibbase author link\" href=\"https://cs.gmu.edu/~sanmay/papers.html\">Das, S.</a>;  and Magdon-Ismail, M.\n</span>\n\n  \n\n</span>\n\n  In <i>Advances in Neural Information Processing Systems</i>, pages 361-368,  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://cs.gmu.edu/\\%7esanmay/papers/opt-mm-nips.pdf\"\n     onclick=\"log_download('das-magdonismail-adaptingtoamarketshockoptimalsequentialmarketmaking-2008', 'https://cs.gmu.edu/\\%7esanmay/papers/opt-mm-nips.pdf', event.ctrlKey, event)\">\n    <img src=\"//bibbase.org/img/filetypes/pdf.svg\"\n\t     alt=\"Adapting to a Market Shock: Optimal Sequential Market-Making [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://cs.gmu.edu/\\%7esanmay/papers/opt-mm-nips-supp.pdf\"\n     onclick=\"log_download('das-magdonismail-adaptingtoamarketshockoptimalsequentialmarketmaking-2008', 'https://cs.gmu.edu/\\%7esanmay/papers/opt-mm-nips-supp.pdf', event.ctrlKey, event)\">\n    <img src=\"//bibbase.org/img/filetypes/pdf.svg\"\n\t     alt=\"Adapting to a Market Shock: Optimal Sequential Market-Making [pdf]\"\n       title=\" supplement\"\n\t     class=\"bibbase_icon\"\n         ><span class=\"bibbase_icon_text\"> supplement</span></a>\n  &nbsp;\n  \n\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/das-magdonismail-adaptingtoamarketshockoptimalsequentialmarketmaking-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>16 downloads</span>\n  </span>\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('das-magdonismail-adaptingtoamarketshockoptimalsequentialmarketmaking-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  \n  \n  \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{DasMag08,\n\tauthor = {Das, Sanmay   and Magdon-Ismail, Malik},\n\ttitle = {Adapting to a Market Shock: Optimal Sequential Market-Making},\n\tyear = {2008},\nbooktitle = {Advances in Neural Information Processing Systems},\npages = {361-368},\nurl_Paper = {https://cs.gmu.edu/\\%7esanmay/papers/opt-mm-nips.pdf},\nurl_Supplement = {https://cs.gmu.edu/\\%7esanmay/papers/opt-mm-nips-supp.pdf},\nkeywords = {Market Microstructure, Market Making, Dynamic Programming}\n}\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n  <div class=\"bibbase_paper\" id=\"das-theeffectsofmarketmakingonpricedynamics-2008\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  <a href=\"https://cs.gmu.edu/\\%7esanmay/papers/mm-pricediscovery.pdf\"\n     onclick=\"return trackOutboundLink('publications', 'click', 'das-theeffectsofmarketmakingonpricedynamics-2008', 'https://cs.gmu.edu/\\%7esanmay/papers/mm-pricediscovery.pdf', event);\">\n    The Effects of Market-Making on Price Dynamics.\n  </a>\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  <a class=\"bibbase author link\" href=\"https://cs.gmu.edu/~sanmay/papers.html\">Das, S.</a>\n</span>\n\n  \n\n</span>\n\n  In <i>Proceedings of the International Joint Conference on Autonomous Agents and Multi-Agent Systems</i>, pages 887-894, Estoril, Portugal, May 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://cs.gmu.edu/\\%7esanmay/papers/mm-pricediscovery.pdf\"\n     onclick=\"log_download('das-theeffectsofmarketmakingonpricedynamics-2008', 'https://cs.gmu.edu/\\%7esanmay/papers/mm-pricediscovery.pdf', event.ctrlKey, event)\">\n    <img src=\"//bibbase.org/img/filetypes/pdf.svg\"\n\t     alt=\"The Effects of Market-Making on Price Dynamics [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/das-theeffectsofmarketmakingonpricedynamics-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>4 downloads</span>\n  </span>\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('das-theeffectsofmarketmakingonpricedynamics-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  \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{Das08,\nauthor = {Sanmay Das},\ntitle = {The Effects of Market-Making on Price Dynamics},\nbooktitle = {Proceedings of the International Joint Conference on Autonomous Agents and Multi-Agent Systems},\npages = &quot;887-894&quot;,\naddress = {Estoril, Portugal},\nmonth = &quot;May&quot;,\nyear = &quot;2008&quot;,\nurl_Paper = {https://cs.gmu.edu/\\%7esanmay/papers/mm-pricediscovery.pdf},\nkeywords = {Market Microstructure, Market Making}\n}\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n  <div class=\"bibbase_paper\" id=\"das-ostrovsky-conferenceannouncementtheconferenceonauctionsmarketmechanismsandtheirapplicationsamma-2008\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  <a href=\"http://www.sigecom.org/exchanges/volume_7/3/DAS.pdf\"\n     onclick=\"return trackOutboundLink('publications', 'click', 'das-ostrovsky-conferenceannouncementtheconferenceonauctionsmarketmechanismsandtheirapplicationsamma-2008', 'http://www.sigecom.org/exchanges/volume_7/3/DAS.pdf', event);\">\n    Conference Announcement: The Conference on Auctions, Market Mechanisms, and Their Applications (AMMA).\n  </a>\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  <a class=\"bibbase author link\" href=\"https://cs.gmu.edu/~sanmay/papers.html\">Das, S.</a>;  and Ostrovsky, M.\n</span>\n\n  \n\n</span>\n\n  <i>ACM SIGECom Exchanges</i>, 7(3).  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=\"http://www.sigecom.org/exchanges/volume_7/3/DAS.pdf\"\n     onclick=\"log_download('das-ostrovsky-conferenceannouncementtheconferenceonauctionsmarketmechanismsandtheirapplicationsamma-2008', 'http://www.sigecom.org/exchanges/volume_7/3/DAS.pdf', event.ctrlKey, event)\">\n    <img src=\"//bibbase.org/img/filetypes/pdf.svg\"\n\t     alt=\"Conference Announcement: The Conference on Auctions, Market Mechanisms, and Their Applications (AMMA) [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/das-ostrovsky-conferenceannouncementtheconferenceonauctionsmarketmechanismsandtheirapplicationsamma-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>2 downloads</span>\n  </span>\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('das-ostrovsky-conferenceannouncementtheconferenceonauctionsmarketmechanismsandtheirapplicationsamma-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  \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{DasOst08,\nauthor = {Sanmay Das and Michael Ostrovsky},\ntitle = {Conference Announcement: The {Conference on Auctions, Market Mechanisms, and Their Applications (AMMA)}},\njournal = {ACM SIGECom Exchanges},\nvolume = &quot;7&quot;,\nnumber = &quot;3&quot;,\nyear = &quot;2008&quot;,\nurl_Paper = {http://www.sigecom.org/exchanges/volume_7/3/DAS.pdf},\nkeywords = {Newsletter},\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        (3)\n        \n      </span>\n    </div>\n    <div class=\"bibbase_group_body\">\n      \n  \n  <div class=\"bibbase_paper\" id=\"das-saier-elkan-findingtransportproteinsinageneralproteindatabase-2007\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  <a href=\"https://cs.gmu.edu/\\%7esanmay/papers/tcdb-pkdd.pdf\"\n     onclick=\"return trackOutboundLink('publications', 'click', 'das-saier-elkan-findingtransportproteinsinageneralproteindatabase-2007', 'https://cs.gmu.edu/\\%7esanmay/papers/tcdb-pkdd.pdf', event);\">\n    Finding Transport Proteins in a General Protein Database.\n  </a>\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  <a class=\"bibbase author link\" href=\"https://cs.gmu.edu/~sanmay/papers.html\">Das, S.</a>; Saier;  and Elkan, C.\n</span>\n\n  \n\n</span>\n\n  In <i>Proceedings of the European Conference on Principles and Practice of Knowledge Discovery in Databases</i>, pages 54-66, Warsaw, Poland, September 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://cs.gmu.edu/\\%7esanmay/papers/tcdb-pkdd.pdf\"\n     onclick=\"log_download('das-saier-elkan-findingtransportproteinsinageneralproteindatabase-2007', 'https://cs.gmu.edu/\\%7esanmay/papers/tcdb-pkdd.pdf', event.ctrlKey, event)\">\n    <img src=\"//bibbase.org/img/filetypes/pdf.svg\"\n\t     alt=\"Finding Transport Proteins in a General Protein Database [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/das-saier-elkan-findingtransportproteinsinageneralproteindatabase-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>2 downloads</span>\n  </span>\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('das-saier-elkan-findingtransportproteinsinageneralproteindatabase-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  \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{DasSai07,\nauthor = {Sanmay Das and Saier, Jr., Milton H. and Charles Elkan},\ntitle = {Finding Transport Proteins in a General Protein Database},\nbooktitle = {Proceedings of the European Conference on Principles and Practice of Knowledge Discovery in Databases},\naddress = {Warsaw, Poland},\nmonth={September},\nyear = &quot;2007&quot;,\npages = &quot;54-66&quot;,\nurl_Paper = {https://cs.gmu.edu/\\%7esanmay/papers/tcdb-pkdd.pdf},\nkeywords = {Biomedical Informatics, Semi-Supervised Learning}\n}\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n  <div class=\"bibbase_paper\" id=\"das-learningtotradewithinsiderinformation-2007\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  <a href=\"https://cs.gmu.edu/\\%7esanmay/papers/insider-icec.pdf\"\n     onclick=\"return trackOutboundLink('publications', 'click', 'das-learningtotradewithinsiderinformation-2007', 'https://cs.gmu.edu/\\%7esanmay/papers/insider-icec.pdf', event);\">\n    Learning to Trade with Insider Information.\n  </a>\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  <a class=\"bibbase author link\" href=\"https://cs.gmu.edu/~sanmay/papers.html\">Das, S.</a>\n</span>\n\n  \n\n</span>\n\n  In <i>Proceedings of the International Conference on Electronic Commerce</i>, pages 169-176, Minneapolis, MN, August 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://cs.gmu.edu/\\%7esanmay/papers/insider-icec.pdf\"\n     onclick=\"log_download('das-learningtotradewithinsiderinformation-2007', 'https://cs.gmu.edu/\\%7esanmay/papers/insider-icec.pdf', event.ctrlKey, event)\">\n    <img src=\"//bibbase.org/img/filetypes/pdf.svg\"\n\t     alt=\"Learning to Trade with Insider Information [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/das-learningtotradewithinsiderinformation-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>2 downloads</span>\n  </span>\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('das-learningtotradewithinsiderinformation-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  \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{Das07,\nauthor = {Sanmay Das},\ntitle = {Learning to Trade with Insider Information},\nbooktitle = {Proceedings of the International Conference on Electronic Commerce},\naddress = {Minneapolis, MN},\nmonth={August},\nyear = &quot;2007&quot;,\npages=&quot;169-176&quot;,\nurl_Paper = {https://cs.gmu.edu/\\%7esanmay/papers/insider-icec.pdf},\nkeywords = {Market Microstructure, Reinforcement Learning}\n}\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n  <div class=\"bibbase_paper\" id=\"das-onagentbasedmodelingofcomplexsystemslearningandboundedrationality-2007\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  <a href=\"https://cs.gmu.edu/\\%7esanmay/papers/Das06b.pdf\"\n     onclick=\"return trackOutboundLink('publications', 'click', 'das-onagentbasedmodelingofcomplexsystemslearningandboundedrationality-2007', 'https://cs.gmu.edu/\\%7esanmay/papers/Das06b.pdf', event);\">\n    On Agent-Based Modeling of Complex Systems: Learning and Bounded Rationality.\n  </a>\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  <a class=\"bibbase author link\" href=\"https://cs.gmu.edu/~sanmay/papers.html\">Das, S.</a>\n</span>\n\n  \n\n</span>\n\n   2007.\n  <span class=\"note\">Working paper</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://cs.gmu.edu/\\%7esanmay/papers/Das06b.pdf\"\n     onclick=\"log_download('das-onagentbasedmodelingofcomplexsystemslearningandboundedrationality-2007', 'https://cs.gmu.edu/\\%7esanmay/papers/Das06b.pdf', event.ctrlKey, event)\">\n    <img src=\"//bibbase.org/img/filetypes/pdf.svg\"\n\t     alt=\"On Agent-Based Modeling of Complex Systems: Learning and Bounded Rationality [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/das-onagentbasedmodelingofcomplexsystemslearningandboundedrationality-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>2 downloads</span>\n  </span>\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('das-onagentbasedmodelingofcomplexsystemslearningandboundedrationality-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  \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{Das06b,\nauthor = {Sanmay Das},\ntitle = {On Agent-Based Modeling of Complex Systems: Learning and Bounded Rationality},\nyear = &quot;2007&quot;,\nnote = {Working paper},\nurl_Paper = {https://cs.gmu.edu/\\%7esanmay/papers/Das06b.pdf},\nkeywords = {Multi-Agent Simulation and Modeling},\nentrysubtype = {Others}\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        (1)\n        \n      </span>\n    </div>\n    <div class=\"bibbase_group_body\">\n      \n  \n  <div class=\"bibbase_paper\" id=\"das-dealersinsidersandbanditslearninganditseffectsonmarketoutcomes-2006\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  <a href=\"https://cs.gmu.edu/\\%7esanmay/papers/phdthesis.pdf\"\n     onclick=\"return trackOutboundLink('publications', 'click', 'das-dealersinsidersandbanditslearninganditseffectsonmarketoutcomes-2006', 'https://cs.gmu.edu/\\%7esanmay/papers/phdthesis.pdf', event);\">\n    Dealers, Insiders and Bandits: Learning and its Effects on Market Outcomes.\n  </a>\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  <a class=\"bibbase author link\" href=\"https://cs.gmu.edu/~sanmay/papers.html\">Das, S.</a>\n</span>\n\n  \n\n</span>\n\n  Ph.D.,  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://cs.gmu.edu/\\%7esanmay/papers/phdthesis.pdf\"\n     onclick=\"log_download('das-dealersinsidersandbanditslearninganditseffectsonmarketoutcomes-2006', 'https://cs.gmu.edu/\\%7esanmay/papers/phdthesis.pdf', event.ctrlKey, event)\">\n    <img src=\"//bibbase.org/img/filetypes/pdf.svg\"\n\t     alt=\"Dealers, Insiders and Bandits: Learning and its Effects on Market Outcomes [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/das-dealersinsidersandbanditslearninganditseffectsonmarketoutcomes-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>4 downloads</span>\n  </span>\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('das-dealersinsidersandbanditslearninganditseffectsonmarketoutcomes-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;\">@thesis{Das06a,\nauthor = {Sanmay Das},\ntitle = {Dealers, Insiders and Bandits: Learning and its Effects on Market Outcomes},\ntype={Ph.D.},\ninstitution = {Massachusetts Institute of Technology},\nyear = &quot;2006&quot;,\nurl_Paper = {https://cs.gmu.edu/\\%7esanmay/papers/phdthesis.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        (2)\n        \n      </span>\n    </div>\n    <div class=\"bibbase_group_body\">\n      \n  \n  <div class=\"bibbase_paper\" id=\"das-alearningmarketmakerintheglostenmilgrommodel-2005\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  <a href=\"https://cs.gmu.edu/\\%7esanmay/papers/das-qf-rev3.pdf\"\n     onclick=\"return trackOutboundLink('publications', 'click', 'das-alearningmarketmakerintheglostenmilgrommodel-2005', 'https://cs.gmu.edu/\\%7esanmay/papers/das-qf-rev3.pdf', event);\">\n    A Learning Market-Maker in the Glosten-Milgrom Model.\n  </a>\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  <a class=\"bibbase author link\" href=\"https://cs.gmu.edu/~sanmay/papers.html\">Das, S.</a>\n</span>\n\n  \n\n</span>\n\n  <i>Quantitative Finance</i>, 5(2): 169-180. April 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://cs.gmu.edu/\\%7esanmay/papers/das-qf-rev3.pdf\"\n     onclick=\"log_download('das-alearningmarketmakerintheglostenmilgrommodel-2005', 'https://cs.gmu.edu/\\%7esanmay/papers/das-qf-rev3.pdf', event.ctrlKey, event)\">\n    <img src=\"//bibbase.org/img/filetypes/pdf.svg\"\n\t     alt=\"A Learning Market-Maker in the Glosten-Milgrom 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/das-alearningmarketmakerintheglostenmilgrommodel-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>6 downloads</span>\n  </span>\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('das-alearningmarketmakerintheglostenmilgrommodel-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  \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{Das05a,\nauthor = {Sanmay Das},\ntitle = {A Learning Market-Maker in the {Glosten-Milgrom} Model},\njournal = {Quantitative Finance},\nvolume = &quot;5&quot;,\nnumber = &quot;2&quot;,\nmonth = &quot;April&quot;,\nyear = &quot;2005&quot;, \npages = &quot;169-180&quot;,\nurl_Paper = {https://cs.gmu.edu/\\%7esanmay/papers/das-qf-rev3.pdf},\nkeywords = {Market Microstructure, Market Making}\n} \n\n</pre>\n</div>\n\n\n\n</div>\n\n\n  <div class=\"bibbase_paper\" id=\"das-kamenica-twosidedbanditsandthedatingmarket-2005\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  <a href=\"https://cs.gmu.edu/\\%7esanmay/papers/DasKam05.pdf\"\n     onclick=\"return trackOutboundLink('publications', 'click', 'das-kamenica-twosidedbanditsandthedatingmarket-2005', 'https://cs.gmu.edu/\\%7esanmay/papers/DasKam05.pdf', event);\">\n    Two-Sided Bandits and the Dating Market.\n  </a>\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  <a class=\"bibbase author link\" href=\"https://cs.gmu.edu/~sanmay/papers.html\">Das, S.</a>;  and Kamenica, E.\n</span>\n\n  \n\n</span>\n\n  In <i>Proceedings of the International Joint Conference on Artificial Intelligence</i>, pages 947-952, Edinburgh, UK, August 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://cs.gmu.edu/\\%7esanmay/papers/DasKam05.pdf\"\n     onclick=\"log_download('das-kamenica-twosidedbanditsandthedatingmarket-2005', 'https://cs.gmu.edu/\\%7esanmay/papers/DasKam05.pdf', event.ctrlKey, event)\">\n    <img src=\"//bibbase.org/img/filetypes/pdf.svg\"\n\t     alt=\"Two-Sided Bandits and the Dating Market [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/das-kamenica-twosidedbanditsandthedatingmarket-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>4 downloads</span>\n  </span>\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('das-kamenica-twosidedbanditsandthedatingmarket-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  \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{DasKam05a,\nauthor = {Sanmay Das and Emir Kamenica},\ntitle = {Two-Sided Bandits and the Dating Market},\nbooktitle = {Proceedings of the International Joint Conference on Artificial Intelligence},\npages = &quot;947-952&quot;,\naddress = {Edinburgh, UK},\nmonth = {August},\nyear = &quot;2005&quot;,\nurl_Paper = {https://cs.gmu.edu/\\%7esanmay/papers/DasKam05.pdf},\nkeywords = {Matching}\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=\"das-intelligentmarketmakinginartificialfinancialmarkets-2003\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  <a href=\"https://cs.gmu.edu/\\%7esanmay/papers/smthesis.pdf\"\n     onclick=\"return trackOutboundLink('publications', 'click', 'das-intelligentmarketmakinginartificialfinancialmarkets-2003', 'https://cs.gmu.edu/\\%7esanmay/papers/smthesis.pdf', event);\">\n    Intelligent Market-Making in Artificial Financial Markets.\n  </a>\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  <a class=\"bibbase author link\" href=\"https://cs.gmu.edu/~sanmay/papers.html\">Das, S.</a>\n</span>\n\n  \n\n</span>\n\n  S.M.,  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://cs.gmu.edu/\\%7esanmay/papers/smthesis.pdf\"\n     onclick=\"log_download('das-intelligentmarketmakinginartificialfinancialmarkets-2003', 'https://cs.gmu.edu/\\%7esanmay/papers/smthesis.pdf', event.ctrlKey, event)\">\n    <img src=\"//bibbase.org/img/filetypes/pdf.svg\"\n\t     alt=\"Intelligent Market-Making in Artificial Financial Markets [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/das-intelligentmarketmakinginartificialfinancialmarkets-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>4 downloads</span>\n  </span>\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('das-intelligentmarketmakinginartificialfinancialmarkets-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;\">@thesis{Das03a,\nauthor = {Sanmay Das},\ntitle = {Intelligent Market-Making in Artificial Financial Markets},\ninstitution = {Massachusetts Institute of Technology},\nyear = &quot;2003&quot;,\ntype={S.M.},\nurl_Paper = {https://cs.gmu.edu/\\%7esanmay/papers/smthesis.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_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=\"grosz-kraus-sullivan-das-theinfluenceofsocialnormsandsocialconsciousnessonintentionreconciliation-2002\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  <a href=\"http://dash.harvard.edu/bitstream/handle/1/2579647/Grosz_SocialNorms.pdf\"\n     onclick=\"return trackOutboundLink('publications', 'click', 'grosz-kraus-sullivan-das-theinfluenceofsocialnormsandsocialconsciousnessonintentionreconciliation-2002', 'http://dash.harvard.edu/bitstream/handle/1/2579647/Grosz_SocialNorms.pdf', event);\">\n    The Influence of Social Norms and Social Consciousness on Intention Reconciliation.\n  </a>\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  Grosz, B. J.; Kraus, S.; Sullivan, D.;  and <a class=\"bibbase author link\" href=\"https://cs.gmu.edu/~sanmay/papers.html\">Das, S.</a>\n</span>\n\n  \n\n</span>\n\n  <i>Artificial Intelligence</i>, 142(2): 147-177. November 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=\"http://dash.harvard.edu/bitstream/handle/1/2579647/Grosz_SocialNorms.pdf\"\n     onclick=\"log_download('grosz-kraus-sullivan-das-theinfluenceofsocialnormsandsocialconsciousnessonintentionreconciliation-2002', 'http://dash.harvard.edu/bitstream/handle/1/2579647/Grosz_SocialNorms.pdf', event.ctrlKey, event)\">\n    <img src=\"//bibbase.org/img/filetypes/pdf.svg\"\n\t     alt=\"The Influence of Social Norms and Social Consciousness on Intention Reconciliation [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/grosz-kraus-sullivan-das-theinfluenceofsocialnormsandsocialconsciousnessonintentionreconciliation-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('grosz-kraus-sullivan-das-theinfluenceofsocialnormsandsocialconsciousnessonintentionreconciliation-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  \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{GroKra02,\nauthor = {Barbara J. Grosz and Sarit Kraus and David Sullivan and Sanmay Das},\ntitle = {The Influence of Social Norms and Social Consciousness on Intention Reconciliation}, \njournal = {Artificial Intelligence},\nvolume = &quot;142&quot;,\nnumber = &quot;2&quot;, \nmonth = &quot;November&quot;,\nyear = &quot;2002&quot;, \npages = &quot;147-177&quot;,\nurl_Paper = {http://dash.harvard.edu/bitstream/handle/1/2579647/Grosz_SocialNorms.pdf},\nkeywords = {Multi-Agent Teamwork, Multi-Agent Simulation and Modeling}\n}\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n  <div class=\"bibbase_paper\" id=\"das-grosz-pfeffer-learninganddecisionmakingforintentionreconciliation-2002\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  <a href=\"https://cs.gmu.edu/\\%7esanmay/papers/ldmir.pdf\"\n     onclick=\"return trackOutboundLink('publications', 'click', 'das-grosz-pfeffer-learninganddecisionmakingforintentionreconciliation-2002', 'https://cs.gmu.edu/\\%7esanmay/papers/ldmir.pdf', event);\">\n    Learning and Decision-Making for Intention Reconciliation.\n  </a>\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  <a class=\"bibbase author link\" href=\"https://cs.gmu.edu/~sanmay/papers.html\">Das, S.</a>; Grosz, B.;  and Pfeffer, A.\n</span>\n\n  \n\n</span>\n\n  In <i>Proceedings of the International Joint Conference on Autonomous Agents and Multi-Agent Systems</i>, pages 1121-1128, Bologna, Italy, July 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://cs.gmu.edu/\\%7esanmay/papers/ldmir.pdf\"\n     onclick=\"log_download('das-grosz-pfeffer-learninganddecisionmakingforintentionreconciliation-2002', 'https://cs.gmu.edu/\\%7esanmay/papers/ldmir.pdf', event.ctrlKey, event)\">\n    <img src=\"//bibbase.org/img/filetypes/pdf.svg\"\n\t     alt=\"Learning and Decision-Making for Intention Reconciliation [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/das-grosz-pfeffer-learninganddecisionmakingforintentionreconciliation-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('das-grosz-pfeffer-learninganddecisionmakingforintentionreconciliation-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  \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{DasGro02,\nauthor = {Sanmay Das and Barbara Grosz and Avi Pfeffer},\ntitle = {Learning and Decision-Making for Intention Reconciliation},\nbooktitle = {Proceedings of the International Joint Conference on Autonomous Agents and Multi-Agent Systems},\npages = &quot;1121-1128&quot;,\naddress = {Bologna, Italy},\nmonth = &quot;July&quot;,\nyear = &quot;2002&quot;,\nurl_Paper = {https://cs.gmu.edu/\\%7esanmay/papers/ldmir.pdf},\nkeywords = {Multi-Agent Teamwork, Multi-Agent Simulation and Modeling}\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_2001\">\n    <div class=\"bibbase_group\"\n      onclick=\"toggleGroup('group_2001')\"\n      onkeypress=\"toggleGroup('group_2001')\"\n      tabindex=\"0\">\n      <i class=\"fa fa-angle-down bibbase_group_head_icon\"></i>&nbsp;\n      <span>2001</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=\"das-filterswrappersandaboostingbasedhybridforfeatureselection-2001\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  <a href=\"https://cs.gmu.edu/\\%7esanmay/papers/icml01.ps.gz\"\n     onclick=\"return trackOutboundLink('publications', 'click', 'das-filterswrappersandaboostingbasedhybridforfeatureselection-2001', 'https://cs.gmu.edu/\\%7esanmay/papers/icml01.ps.gz', event);\">\n    Filters, Wrappers, and a Boosting-Based Hybrid for Feature Selection.\n  </a>\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  <a class=\"bibbase author link\" href=\"https://cs.gmu.edu/~sanmay/papers.html\">Das, S.</a>\n</span>\n\n  \n\n</span>\n\n  In <i>Proceedings of the International Conference on Machine Learning</i>, pages 74-81, Williamstown, MA, June 2001. \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://cs.gmu.edu/\\%7esanmay/papers/icml01.ps.gz\"\n     onclick=\"log_download('das-filterswrappersandaboostingbasedhybridforfeatureselection-2001', 'https://cs.gmu.edu/\\%7esanmay/papers/icml01.ps.gz', event.ctrlKey, event)\">\n    <img src=\"//bibbase.org/img/filetypes/link.svg\"\n\t     alt=\"Filters, Wrappers, and a Boosting-Based Hybrid for Feature Selection [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/das-filterswrappersandaboostingbasedhybridforfeatureselection-2001\"\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('das-filterswrappersandaboostingbasedhybridforfeatureselection-2001')\" -->\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  \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{Das01,\nauthor = {Sanmay Das},\ntitle = {Filters, Wrappers, and a Boosting-Based Hybrid for Feature Selection},\nbooktitle = {Proceedings of the International Conference on Machine Learning}, \npages = &quot;74-81&quot;, \naddress = {Williamstown, MA},\nmonth = &quot;June&quot;,\nyear = &quot;2001&quot;,\nurl_Paper = {https://cs.gmu.edu/\\%7esanmay/papers/icml01.ps.gz},\nkeywords = {Supervised Learning, Feature Selection}\n} \n\n</pre>\n</div>\n\n\n\n</div>\n\n\n  <div class=\"bibbase_paper\" id=\"das-optimalbehavioringroupenvironments-2001\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  <a href=\"https://cs.gmu.edu/\\%7esanmay/papers/uthesis.ps.gz\"\n     onclick=\"return trackOutboundLink('publications', 'click', 'das-optimalbehavioringroupenvironments-2001', 'https://cs.gmu.edu/\\%7esanmay/papers/uthesis.ps.gz', event);\">\n    Optimal Behavior in Group Environments.\n  </a>\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  <a class=\"bibbase author link\" href=\"https://cs.gmu.edu/~sanmay/papers.html\">Das, S.</a>\n</span>\n\n  \n\n</span>\n\n  A.B.,  2001.\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://cs.gmu.edu/\\%7esanmay/papers/uthesis.ps.gz\"\n     onclick=\"log_download('das-optimalbehavioringroupenvironments-2001', 'https://cs.gmu.edu/\\%7esanmay/papers/uthesis.ps.gz', event.ctrlKey, event)\">\n    <img src=\"//bibbase.org/img/filetypes/link.svg\"\n\t     alt=\"Optimal Behavior in Group Environments [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/das-optimalbehavioringroupenvironments-2001\"\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('das-optimalbehavioringroupenvironments-2001')\" -->\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;\">@thesis{Das01b,\nauthor = {Sanmay Das},\ntitle = {Optimal Behavior in Group Environments},\ninstitution = {Harvard University},\nyear = {2001},\ntype={A.B.},\nurl_Paper = {https://cs.gmu.edu/\\%7esanmay/papers/uthesis.ps.gz}\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);