Learning-Augmented Mechanism Design: Leveraging Predictions for Facility Location

Author:

Agrawal Priyank1,Balkanski Eric2,Gkatzelis Vasilis3,Ou Tingting1,Tan Xizhi3

Affiliation:

1. Columbia University, New York, NY, USA

2. Columbia University, New Tork, NY, USA

3. Drexel University, Philadelphia, PA, USA

Funder

National Science Foundation

Publisher

ACM

Reference28 articles.

1. Strategyproof Approximation of the Minimax on Networks

2. Antonios Antoniadis Themis Gouleakis Pieter Kleer and Pavel Kolev. 2020. Secretary and Online Matching Problems with Machine Learned Advice. In Advances in Neural Information Processing Systems H. Larochelle M. Ranzato R. Hadsell M. F. Balcan and H. Lin (Eds.). 7933--7944. Antonios Antoniadis Themis Gouleakis Pieter Kleer and Pavel Kolev. 2020. Secretary and Online Matching Problems with Machine Learned Advice. In Advances in Neural Information Processing Systems H. Larochelle M. Ranzato R. Hadsell M. F. Balcan and H. Lin (Eds.). 7933--7944.

3. Online Graph Algorithms with Predictions

4. Etienne Bamas , Andreas Maggiori , and Ola Svensson . 2020. The Primal-Dual method for Learning Augmented Algorithms . In Advances in Neural Information Processing Systems , H. Larochelle, M. Ranzato, R. Hadsell, M. F. Balcan, and H. Lin (Eds.). 2008 3--20094. Etienne Bamas, Andreas Maggiori, and Ola Svensson. 2020. The Primal-Dual method for Learning Augmented Algorithms. In Advances in Neural Information Processing Systems, H. Larochelle, M. Ranzato, R. Hadsell, M. F. Balcan, and H. Lin (Eds.). 20083--20094.

5. Online Nash Social Welfare Maximization with Predictions

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2. On Truthful Item-Acquiring Mechanisms for Reward Maximization;Proceedings of the ACM Web Conference 2024;2024-05-13

3. Mechanism Design with Predictions for Facility Location Games with Candidate Locations;Lecture Notes in Computer Science;2024

4. Agent-Constrained Truthful Facility Location Games;Lecture Notes in Computer Science;2024

5. Mobility Data in Operations: The Facility Location Problem;SSRN Electronic Journal;2023

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