Preprint New Sequence-Independent Lifting Techniques for Cutting Planes and When They Induce Facets 2024 Prasad S, Vitercik E, Balcan M-F, Sandholm T
Preprint Regret Minimization in Stackelberg Games with Side Information 2024 Harris K, Wu ZS, Balcan M-F
Preprint Spectrally Transformed Kernel Regression 2024 Zhai R, Pukdee R, Jin R, Balcan M-F, Ravikumar P
Preprint Bicriteria Multidimensional Mechanism Design with Side Information 2023 Balcan M-F, Prasad S, Sandholm T
Journal Article Generalization Guarantees for Multi-Item Profit Maximization: Pricing, Auctions, and Randomized Mechanisms 2023 • Operations Research Balcan M-F, Sandholm T, Vitercik E
Preprint Learning Revenue Maximizing Menus of Lotteries and Two-Part Tariffs 2023 Balcan M-F, Beyhaghi H
Preprint Learning to Relax: Setting Solver Parameters Across a Sequence of Linear System Instances 2023 Khodak M, Chow E, Balcan M-F, Talwalkar A
Preprint Learning with Explanation Constraints 2023 Pukdee R, Sam D, Kolter JZ, Balcan M-F, Ravikumar P
Preprint Meta-Learning Adversarial Bandit Algorithms 2023 Khodak M, Osadchiy I, Harris K, Balcan M-F, Levy KY, Meir R, Wu ZS
Conference Nash Equilibria and Pitfalls of Adversarial Training in Adversarial Robustness Games 2023 • Proceedings of Machine Learning Research • 206:9607-9636 Balcan MF, Pukdee R, Ravikumar P, Zhang H
Preprint Reliable learning in challenging environments 2023 Balcan M-F, Hanneke S, Pukdee R, Sharma D
Conference Improved Sample Complexity Bounds for Branch-And-Cut 2022 • Leibniz International Proceedings in Informatics • 235: Balcan MF, Prasad S, Sandholm T, Vitercik E
Preprint Learning Predictions for Algorithms with Predictions 2022 Khodak M, Balcan M-F, Talwalkar A, Vassilvitskii S
Conference Learning Predictions for Algorithms with Predictions 2022 • Advances in Neural Information Processing Systems • 35: Khodak M, Talwalkar A, Balcan MF, Vassilvitskii S
Conference Maximizing Revenue under Market Shrinkage and Market Uncertainty 2022 • Advances in Neural Information Processing Systems • 35: Balcan MF, Prasad S, Sandholm T
Preprint Nash Equilibria and Pitfalls of Adversarial Training in Adversarial Robustness Games 2022 Balcan M-F, Pukdee R, Ravikumar P, Zhang H
Preprint Output-sensitive ERM-based techniques for data-driven algorithm design 2022 Balcan M-F, Seiler C, Sharma D
Preprint Provably tuning the ElasticNet across instances 2022 Balcan M-F, Khodak M, Sharma D, Talwalkar A
Conference Provably tuning the ElasticNet across instances 2022 • Advances in Neural Information Processing Systems • 35: Balcan MF, Khodak M, Sharma D, Talwalkar A
Preprint Robustly-reliable learners under poisoning attacks 2022 Balcan M-F, Blum A, Hanneke S, Sharma D
Conference Robustly-reliable learners under poisoning attacks 2022 • Proceedings of Machine Learning Research • 178:4498-4534 Balcan MF, Blum A, Hanneke S, Sharma D
Preprint Structural Analysis of Branch-and-Cut and the Learnability of Gomory Mixed Integer Cuts 2022 Balcan M-F, Prasad S, Sandholm T, Vitercik E
Conference Structural Analysis of Branch-and-Cut and the Learnability of Gomory Mixed Integer Cuts 2022 • Advances in Neural Information Processing Systems • 35: Balcan MF, Prasad S, Sandholm T, Vitercik E
