@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}
}

@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}
}

@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}
}

@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}
}

@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}
}

@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}
}

@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{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}
}

@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},
} 

@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}
}

@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}
}

@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}
}

@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}
}

@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}
}

@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}
  }
  

@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}
}

@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}
}

@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}
}

@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}
}

@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}
}

@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}
}

@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}  
}

@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}
}

@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}
}

@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}
}

@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}  
}

@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}
}

@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{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}
}

@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}
}

@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}
}

@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}
}

@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}
}

@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}
}

@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{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}
}

@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}
}

@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}
} 

@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}
}

@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}
}

@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{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}
} 

@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}
}