Journal Article An Analysis of Robustness of Non-Lipschitz Networks 2023 • Journal of machine learning research • 24: Balcan M-F, Avrim AB, Dravyans DS, Zhang H
Preprint Bicriteria Multidimensional Mechanism Design with Side Information 2023 Balcan M-F, Prasad S, Sandholm T
Conference Bicriteria Multidimensional Mechanism Design with Side Information 2023 • Advances in Neural Information Processing Systems • 36: Balcan MF, Prasad S, Sandholm T
Conference LABEL PROPAGATION WITH WEAK SUPERVISION 2023 • 11th International Conference on Learning Representations Iclr 2023 Pukdee R, Sam D, Balcan MF, Ravikumar P
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
Journal Article Learning with Explanation Constraints 2023 • Advances in Neural Information Processing Systems Pukdee R, Sam D, Kolter JZ, Balcan M-F, Ravikumar P
Conference Meta-Learning Adversarial Bandit Algorithms 2023 • Advances in Neural Information Processing Systems Khodak M, Osadchiy I, Harris K, Balcan M-F, Levy KY, Meir R, Wu ZS
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 • INTERNATIONAL CONFERENCE ON ARTIFICIAL INTELLIGENCE AND STATISTICS, VOL 206 • 206: Balcan M-F, Pukdee R, Ravikumar P, Zhang H
Conference New Bounds for Hyperparameter Tuning of Regression Problems Across Instances 2023 • Advances in Neural Information Processing Systems Balcan M-F, Nguyen AT, Sharma D
Preprint New Guarantees for Learning Revenue Maximizing Menus of Lotteries and Two-Part Tariffs 2023 Balcan M-F, Beyhaghi H
Preprint Reliable learning in challenging environments 2023 Balcan M-F, Hanneke S, Pukdee R, Sharma D
Conference Reliable learning in challenging environments 2023 • Advances in Neural Information Processing Systems Balcan M-F, Hanneke S, Pukdee R, Sharma D
Preprint Accelerating ERM for data-driven algorithm design using output-sensitive techniques 2022 Balcan M-F, Seiler C, 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
Conference Learning Predictions for Algorithms with Predictions 2022 • Advances in Neural Information Processing Systems Khodak M, Balcan M-F, Talwalkar A, Vassilvitskii S
Preprint Learning Predictions for Algorithms with Predictions 2022 Khodak M, Balcan M-F, Talwalkar A, Vassilvitskii S
Conference Maximizing Revenue under Market Shrinkage and Market Uncertainty 2022 • Advances in Neural Information Processing Systems Balcan M-F, 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
Conference Provably tuning the ElasticNet across instances 2022 • Advances in Neural Information Processing Systems Balcan M-F, Khodak M, Sharma D, Talwalkar A
Preprint Provably tuning the ElasticNet across instances 2022 Balcan M-F, Khodak M, Sharma D, Talwalkar A
Conference Robustly-reliable learners under poisoning attacks 2022 • CONFERENCE ON LEARNING THEORY, VOL 178 • 178: Balcan M-F, Blum A, Hanneke S, Sharma D
