Journal Articles
- Mechanism Design for Correlated Valuations: Efficient Methods for Revenue Maximization. Michael Albert, Vincent Conitzer, Giuseppe Lopomo, and Peter Stone. Operations Research, 70(1), 562-584, 2021. [PDF]
- Adaptive Mesh Modeling and Barrier Option Pricing Under a Jump-Diffusion Process. Michael Albert, Jason Fink, and Kristen Fink. Journal of Financial Research, 31(4), 381-408, 2008. [PDF]
Refereed Conference Papers
- Data Auctions for Retrieval Augmented Generation. Michael Albert, Seyed Esmaeili, Minbiao Han, and Haifeng Xu. Forthcoming in Proceedings of the Fortieth Annual Conference on Neural Information Processing Systems (NeurIPS-26), Sydney, Australia, 2026. [arXiv]
- Learning in Online Principal-Agent Interactions: The Power of Menus. Minbiao Han, Michael Albert, and Haifeng Xu. In Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence (AAAI-24), Vancouver, Canada, 2024. [arXiv]
- Complexity of Scheduling Charging in the Smart Grid. Mathijs de Weerdt, Michael Albert, Vincent Conitzer, and Koos van der Linden. In Proceedings of the Twenty-Seventh International Joint Conference on Artificial Intelligence (IJCAI-18), Stockholm, Sweden, 2018. [PDF]
- Traffic Optimization for a Mixture of Self-Interested and Compliant Agents. Guni Sharon, Michael Albert, Tarun Rambha, Stephen Boyles, and Peter Stone. In Proceedings of the Thirty-Second AAAI Conference on Artificial Intelligence (AAAI-18), New Orleans, LA, USA, 2018. [PDF]
- Mechanism Design with Unknown Correlated Distributions: Can We Learn Optimal Mechanisms? Michael Albert, Vincent Conitzer, and Peter Stone. In Proceedings of the Sixteenth International Conference on Autonomous Agents and Multiagent Systems (AAMAS-17), Sao Paulo, Brazil, 2017. [PDF]
- Real-time Adaptive Tolling Scheme for Optimized Social Welfare in Traffic Networks. Guni Sharon, Josiah Hanna, Tarun Rambha, Michael Levin, Michael Albert, Stephen Boyles, and Peter Stone. In Proceedings of the Sixteenth International Conference on Autonomous Agents and Multiagent Systems (AAMAS-17), Sao Paulo, Brazil, 2017. [PDF]
- Automated Design of Robust Mechanisms. Michael Albert, Vincent Conitzer, and Peter Stone. In Proceedings of the Thirty-First AAAI Conference on Artificial Intelligence (AAAI-17), San Francisco, CA, USA, 2017. [PDF]
- Minimum Cost Matching for Autonomous Carsharing. Josiah Hanna, Michael Albert, Donna Chen, and Peter Stone. In Proceedings of the Ninth IFAC Symposium on Intelligent Autonomous Vehicles (IAV-16), Leipzig, Germany, 2016. [PDF]
- Maximizing Revenue with Limited Correlation: The Cost of Ex-Post Incentive Compatibility. Michael Albert, Vincent Conitzer, and Giuseppe Lopomo. In Proceedings of the Thirtieth AAAI Conference on Artificial Intelligence (AAAI-16), Phoenix, AZ, USA, 2016. [PDF]
- Assessing the Robustness of Cremer-McLean with Automated Mechanism Design. Michael Albert, Vincent Conitzer, and Giuseppe Lopomo. In Proceedings of the Twenty-Ninth AAAI Conference on Artificial Intelligence (AAAI-15), Austin, TX, USA, 2015. [PDF]
Working Papers
- Psychometric Reader Panels: Using Large Language Models to Annotate Subjective Constructs When Human Annotators Disagree. Michael Albert, Reza Mousavi, and Anthony Palomba. In preparation for submission to Information Systems Research, 2025.
- Decision-focused Adjustments for the Predict-then-optimize Framework with Applications in Pricing. Michael Albert, Max Biggs, Ningyuan Chen, and Guan Wang. Revise and Resubmit at Management Science, 2025. [arXiv]
- Is Learning Effective in Dynamic Strategic Interactions? Evidence from Stackelberg Games. Michael Albert, Quinlan Dawkins, Minbiao Han, and Haifeng Xu. Revise and Resubmit at Operations Research, 2025. [arXiv]
- Executive Compensation and Firm Leverage. Michael Albert. Permanent Working Paper, 2014.
- Financial Development, Intellectual Property Rights, and Growth. Michael Albert. Permanent Working Paper, 2011.
Refereed Workshop Papers
Technical Reports
- → An Assessment of Autonomous Vehicles: Traffic Impacts and Infrastructure Needs — Final Report. Kara Kockelman, Stephen Boyles, Peter Stone, Dan Fagnant, Rahul Patel, Michael Levin, Guni Sharon, Michele Simoni, Michael Albert, Hagen Fritz, Rebecca Hutchinson, Prateek Bansal, Gleb Domnenko, Pavle Bujanovic, Bumsik Kim, Elham Pourrahmani, Sudesh Agrawal, Tianxin Li, Josiah Hanna, Aqshems Nichols, and Jia Li. Texas Department of Transportation report FHWA/TX-17/0-6847-1, 2017.
- → Bringing Smart Transport to Texans: Ensuring the Benefits of a Connected and Autonomous Transport System in Texas — Final Report.
Kara Kockelman, Stephen Boyles, Paul Avery, Christian Claudel, Lisa Loftus-Otway, Daniel Fagnant, Prateek Bansal, Michael Levin, Yong Zhao, Jun Liu, Lewis Clements, Wendy Wagner, Duncan Stewart, Guni Sharon, Michael Albert, Peter Stone, Josiah Hanna, Rahul Patel, Hagen Fritz, Teja Choudhary, Tianxin Li, Aqshems Nichols, Kapil Sharma, and Michelle Simoni. Texas Department of Transportation report FHWA/TX-16/0-6838-2,
2016.