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
Preprint Robustly-reliable learners under poisoning attacks 2022 Balcan M-F, 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 Balcan M-F, Prasad S, Sandholm T, Vitercik E
Conference Data driven semi-supervised learning 2021 • Advances in Neural Information Processing Systems • 34: Balcan M-F, Sharma D
Preprint Federated Hyperparameter Tuning: Challenges, Baselines, and Connections to Weight-Sharing 2021 Khodak M, Tu R, Li T, Li L, Balcan M-F, Smith V, Talwalkar A
Journal Article Federated Hyperparameter Tuning: Challenges, Baselines, and Connections toWeight-Sharing 2021 • Advances in Neural Information Processing Systems • 23:19184-19197 Khodak M, Tu R, Li T, Li L, Balcan MF, Smith V, Talwalkar A
Conference Generalization in Portfolio-Based Algorithm Selection 2021 • Proceedings of the ... AAAI Conference on Artificial Intelligence. AAAI Conference on Artificial Intelligence • 35:12225-12232 Balcan M-F, Sandholm T, Vitercik E
