Sanmay Das

Orcid: 0000-0002-6814-871X

According to our database1, Sanmay Das authored at least 96 papers between 2001 and 2024.

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Bibliography

2024
Clinical risk prediction using language models: benefits and considerations.
J. Am. Medical Informatics Assoc., 2024

The Impact of Features Used by Algorithms on Perceptions of Fairness.
Proceedings of the Thirty-Third International Joint Conference on Artificial Intelligence, 2024

Beyond Eviction Prediction: Leveraging Local Spatiotemporal Public Records to Inform Action.
Proceedings of the 2024 ACM Conference on Fairness, Accountability, and Transparency, 2024

Geospatial Active Search for Preventing Evictions.
Proceedings of the 23rd International Conference on Autonomous Agents and Multiagent Systems, 2024

Discretionary Trees: Understanding Street-Level Bureaucracy via Machine Learning.
Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024

2023
SIGAI Annual Report: July 1 2022 - August 30 2023.
AI Matters, September, 2023

Community- and data-driven homelessness prevention and service delivery: optimizing for equity.
J. Am. Medical Informatics Assoc., 2023

Fair and Efficient Allocation of Scarce Resources Based on Predicted Outcomes: Implications for Homeless Service Delivery.
J. Artif. Intell. Res., 2023

Converging to Stability in Two-Sided Bandits: The Case of Unknown Preferences on Both Sides of a Matching Market.
CoRR, 2023

Incentivizing Recourse through Auditing in Strategic Classification.
Proceedings of the Thirty-Second International Joint Conference on Artificial Intelligence, 2023

Group-Fair Classification with Strategic Agents.
Proceedings of the 2023 ACM Conference on Fairness, Accountability, and Transparency, 2023

Test Scores, Classroom Performance, and Capacity in Academically Selective School Program Admissions.
Proceedings of the 3rd ACM Conference on Equity and Access in Algorithms, 2023

Counterfactually Fair Dynamic Assignment: A Case Study on Policing.
Proceedings of the 2023 International Conference on Autonomous Agents and Multiagent Systems, 2023

Popularizing Fairness: Group Fairness and Individual Welfare.
Proceedings of the Thirty-Seventh AAAI Conference on Artificial Intelligence, 2023

2022
SIGAI Annual Report: July 1 2021 - June 30 2022.
AI Matters, September, 2022

Call for nominations: 2022 SIGAI industry award.
AI Matters, 2022

Just Resource Allocation? How Algorithmic Predictions and Human Notions of Justice Interact.
Proceedings of the EC '22: The 23rd ACM Conference on Economics and Computation, Boulder, CO, USA, July 11, 2022

Trade-offs between Group Fairness Metrics in Societal Resource Allocation.
Proceedings of the FAccT '22: 2022 ACM Conference on Fairness, Accountability, and Transparency, Seoul, Republic of Korea, June 21, 2022

GenSyn: A Multi-stage Framework for Generating Synthetic Microdata using Macro Data Sources.
Proceedings of the IEEE International Conference on Big Data, 2022

Local Justice and the Algorithmic Allocation of Scarce Societal Resources.
Proceedings of the Thirty-Sixth AAAI Conference on Artificial Intelligence, 2022

2021
Unfairness Despite Awareness: Group-Fair Classification with Strategic Agents.
CoRR, 2021

Local Justice and the Algorithmic Allocation of Societal Resources.
CoRR, 2021

SIGAI annual report: July 1 2020 - June 30 2021.
AI Matters, 2021

Efficient Nonmyopic Online Allocation of Scarce Reusable Resources.
Proceedings of the AAMAS '21: 20th International Conference on Autonomous Agents and Multiagent Systems, 2021

Scarce Societal Resource Allocation and the Price of (Local) Justice.
Proceedings of the Thirty-Fifth AAAI Conference on Artificial Intelligence, 2021

Incentivizing Truthfulness Through Audits in Strategic Classification.
Proceedings of the Thirty-Fifth AAAI Conference on Artificial Intelligence, 2021

2020
SIGAI annual report: July 1 2019 - June 30 2020.
AI Matters, 2020

Election Control by Manipulating Issue Significance.
Proceedings of the Thirty-Sixth Conference on Uncertainty in Artificial Intelligence, 2020

Deception through Half-Truths.
Proceedings of the Thirty-Fourth AAAI Conference on Artificial Intelligence, 2020

2019
ACM SIGAI activity report.
AI Matters, 2019

The Congressional Classification Challenge: Domain Specificity and Partisan Intensity.
Proceedings of the 2019 ACM Conference on Economics and Computation, 2019

Incorporating Compatible Pairs in Kidney Exchange: A Dynamic Weighted Matching Model.
Proceedings of the 2019 ACM Conference on Economics and Computation, 2019

Revenue Enhancement via Asymmetric Signaling in Interdependent-Value Auctions.
Proceedings of the Thirty-Third AAAI Conference on Artificial Intelligence, 2019

Allocating Interventions Based on Predicted Outcomes: A Case Study on Homelessness Services.
Proceedings of the Thirty-Third AAAI Conference on Artificial Intelligence, 2019

2018
Call for proposals: artificial intelligence activities fund.
AI Matters, 2018

ACM SIGAI activity report.
AI Matters, 2018

Equilibrium Behavior in Competing Dynamic Matching Markets.
Proceedings of the Twenty-Seventh International Joint Conference on Artificial Intelligence, 2018

The Promise and Perils of Myopia in Dynamic Pricing With Censored Information.
Proceedings of the Twenty-Seventh International Joint Conference on Artificial Intelligence, 2018

Faster Policy Adaptation in Environments with Exogeneity: A State Augmentation Approach.
Proceedings of the 17th International Conference on Autonomous Agents and MultiAgent Systems, 2018

2017
ACM SIGAI activity report.
AI Matters, 2017

The Perils of Classifying Political Orientation From Text.
Proceedings of the Workshop on Linked Democracy: Artificial Intelligence for Democratic Innovation co-located with the 26th International Joint Conference on Artificial Intelligence (IJCAI 2017), 2017

Coordinated Versus Decentralized Exploration In Multi-Agent Multi-Armed Bandits.
Proceedings of the Twenty-Sixth International Joint Conference on Artificial Intelligence, 2017

Reducing congestion through information design.
Proceedings of the 55th Annual Allerton Conference on Communication, 2017

Homelessness Service Provision: A Data Science Perspective.
Proceedings of the Workshops of the The Thirty-First AAAI Conference on Artificial Intelligence, 2017

2016
Manipulation among the Arbiters of Collective Intelligence: How Wikipedia Administrators Mold Public Opinion.
ACM Trans. Web, 2016

Predicting charitable donations using social media.
Soc. Netw. Anal. Min., 2016

A Symbolic Closed-Form Solution to Sequential Market Making with Inventory.
Proceedings of the Twenty-Fifth International Joint Conference on Artificial Intelligence, 2016

Trading on a Rigged Game: Outcome Manipulation in Prediction Markets.
Proceedings of the Twenty-Fifth International Joint Conference on Artificial Intelligence, 2016

Drugs or Dancing? Using Real-Time Machine Learning to Classify Streamed "Dabbing" Homograph Tweets.
Proceedings of the 2016 IEEE International Conference on Healthcare Informatics, 2016

An Agent-Based Model of Competition Between Financial Exchanges: Can Frequent Call Mechanisms Drive Trade Away from CDAs?
Proceedings of the 2016 International Conference on Autonomous Agents & Multiagent Systems, 2016

2015
How to show a probabilistic model is better.
CoRR, 2015

Report on the 2015 career network conference (CNC).
AI Matters, 2015

Two-sided search with experts.
Auton. Agents Multi Agent Syst., 2015

Market Scoring Rules Act As Opinion Pools For Risk-Averse Agents.
Proceedings of the Advances in Neural Information Processing Systems 28: Annual Conference on Neural Information Processing Systems 2015, 2015

Prediction of Systemic-to-Pulmonary Artery shunt surgery outcomes using administrative data.
Proceedings of the 2015 IEEE International Conference on Bioinformatics and Biomedicine, 2015

Strategic Free Information Disclosure for Search-Based Information Platforms.
Proceedings of the 2015 International Conference on Autonomous Agents and Multiagent Systems, 2015

Actions Are Louder than Words in Social Media.
Proceedings of the 2015 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining, 2015

Representations of information structures.
Proceedings of the 53rd Annual Allerton Conference on Communication, 2015

Price Evolution in a Continuous Double Auction Prediction Market With a Scoring-Rule Based Market Maker.
Proceedings of the Twenty-Ninth AAAI Conference on Artificial Intelligence, 2015

2014
Expert-mediated sequential search.
Eur. J. Oper. Res., 2014

Home Is Where the Up-Votes Are: Behavior Changes in Response to Feedback in Social Media.
CoRR, 2014

On Manipulation in Prediction Markets When Participants Influence Outcomes Directly.
CoRR, 2014

Announcing the SIGAI early career researchers network and conference.
AI Matters, 2014

The Role of Common and Private Signals in Two-Sided Matching with Interviews.
Proceedings of the Web and Internet Economics - 10th International Conference, 2014

Automated inference of point of view from user interactions in collective intelligence venues.
Proceedings of the 31th International Conference on Machine Learning, 2014

The effects of feedback on human behavior in social media: an inverse reinforcement learning model.
Proceedings of the International conference on Autonomous Agents and Multi-Agent Systems, 2014

Competitive information provision in sequential search markets.
Proceedings of the International conference on Autonomous Agents and Multi-Agent Systems, 2014

2013
Anarchy, stability, and utopia: creating better matchings.
Auton. Agents Multi Agent Syst., 2013

Instructor Rating Markets.
Proceedings of the Twenty-Seventh AAAI Conference on Artificial Intelligence, 2013

On the Social Welfare of Mechanisms for Repeated Batch Matching.
Proceedings of the Twenty-Seventh AAAI Conference on Artificial Intelligence, 2013

2012
A Model for Information Growth in Collective Wisdom Processes.
ACM Trans. Knowl. Discov. Data, 2012

Market mechanisms for resource allocation in pervasive sensor applications.
Pervasive Mob. Comput., 2012

A Hybrid Model for Disease Spread and an Application to the SARS Pandemic.
J. Artif. Soc. Soc. Simul., 2012

A bayesian market maker.
Proceedings of the 13th ACM Conference on Electronic Commerce, 2012

Team Formation in Social Networks.
Proceedings of the Computer and Information Sciences III, 2012

Do experts help in two-sided search?
Proceedings of the International Conference on Autonomous Agents and Multiagent Systems, 2012

2011
Identifying Relevant Data for a Biological Database: Handcrafted Rules versus Machine Learning.
IEEE ACM Trans. Comput. Biol. Bioinform., 2011

Pushing Your Point of View: Behavioral Measures of Manipulation in Wikipedia
CoRR, 2011

Near-Optimal Target Learning With Stochastic Binary Signals.
Proceedings of the UAI 2011, 2011

Market mechanisms for Value of Information driven resource allocation in Sensor Networks.
Proceedings of the Ninth Annual IEEE International Conference on Pervasive Computing and Communications, 2011

Expert-mediated search.
Proceedings of the 10th International Conference on Autonomous Agents and Multiagent Systems (AAMAS 2011), 2011

Learning the demand curve in posted-price digital goods auctions.
Proceedings of the 10th International Conference on Autonomous Agents and Multiagent Systems (AAMAS 2011), 2011

2010
Matching, cardinal utility, and social welfare.
SIGecom Exch., 2010

Comparing Prediction Market Structures, With an Application to Market Making
CoRR, 2010

Collective wisdom: information growth in wikis and blogs.
Proceedings of the Proceedings 11th ACM Conference on Electronic Commerce (EC-2010), 2010

Predictive State Representations for grounding human-robot communication.
Proceedings of the IEEE International Conference on Robotics and Automation, 2010

2008
Conference announcement: the conference on auctions, market mechanisms, and their applications (AMMA).
SIGecom Exch., 2008

Adapting to a Market Shock: Optimal Sequential Market-Making.
Proceedings of the Advances in Neural Information Processing Systems 21, 2008

The effects of market-making on price dynamics.
Proceedings of the 7th International Joint Conference on Autonomous Agents and Multiagent Systems (AAMAS 2008), 2008

2007
Finding Transport Proteins in a General Protein Database.
Proceedings of the Knowledge Discovery in Databases: PKDD 2007, 2007

Learning to trade with insider information.
Proceedings of the 9th International Conference on Electronic Commerce: The Wireless World of Electronic Commerce, 2007

2006
Dealers, insiders and bandits: learning and its effects on market outcomes.
PhD thesis, 2006

2005
Two-Sided Bandits and the Dating Market.
Proceedings of the IJCAI-05, Proceedings of the Nineteenth International Joint Conference on Artificial Intelligence, Edinburgh, Scotland, UK, July 30, 2005

2002
The influence of social norms and social consciousness on intention reconciliation.
Artif. Intell., 2002

Learning and decision: making for intention reconciliation.
Proceedings of the First International Joint Conference on Autonomous Agents & Multiagent Systems, 2002

2001
Filters, Wrappers and a Boosting-Based Hybrid for Feature Selection.
Proceedings of the Eighteenth International Conference on Machine Learning (ICML 2001), Williams College, Williamstown, MA, USA, June 28, 2001


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