Maria-Florina Balcan
Carnegie Mellon University
H-index: 53
North America-United States
Top articles of Maria-Florina Balcan
Title | Journal | Author(s) | Publication Date |
|---|---|---|---|
New Sequence-Independent Lifting Techniques for Cutting Planes and When They Induce Facets | arXiv preprint arXiv:2401.13773 | Siddharth Prasad Ellen Vitercik Maria-Florina Balcan Tuomas Sandholm | 2024/1/24 |
New Bounds for Hyperparameter Tuning of Regression Problems Across Instances | Advances in Neural Information Processing Systems | Maria-Florina F Balcan Anh Nguyen Dravyansh Sharma | 2024/2/13 |
Bicriteria Multidimensional Mechanism Design with Side Information | Maria-Florina Balcan Siddharth Prasad Tuomas Sandholm | 2023/2/28 | |
Meta-Learning Adversarial Bandit Algorithms | Advances in Neural Information Processing Systems | Misha Khodak Ilya Osadchiy Keegan Harris Maria-Florina F Balcan Kfir Y Levy | 2024/2/13 |
Learning to branch: Generalization guarantees and limits of data-independent discretization | Journal of the ACM | Maria-Florina Balcan Travis Dick Tuomas Sandholm Ellen Vitercik | 2023 |
Learning with Explanation Constraints | Advances in Neural Information Processing Systems | Rattana Pukdee Dylan Sam J Zico Kolter Maria-Florina F Balcan Pradeep Ravikumar | 2024/2/13 |
Regret Minimization in Stackelberg Games with Side Information | arXiv preprint arXiv:2402.08576 | Keegan Harris Zhiwei Steven Wu Maria-Florina Balcan | 2024/2/13 |
Reliable learning in challenging environments | Advances in Neural Information Processing Systems | Maria-Florina F Balcan Steve Hanneke Rattana Pukdee Dravyansh Sharma | 2024/2/13 |
Spectrally Transformed Kernel Regression | Runtian Zhai Rattana Pukdee Roger Jin Maria-Florina Balcan Pradeep Ravikumar | 2024/2/1 | |
LABEL PROPAGATION WITH WEAK SUPERVISION | Rattana Pukdee Dylan Sam Maria-Florina Balcan Pradeep Ravikumar | 2023 | |
Nash equilibria and pitfalls of adversarial training in adversarial robustness games | Maria-Florina Balcan Rattana Pukdee Pradeep Ravikumar Hongyang Zhang | 2023/4/11 | |
Generalization guarantees for multi-item profit maximization: Pricing, auctions, and randomized mechanisms | Operations Research | Maria-Florina Balcan Tuomas Sandholm Ellen Vitercik | 2023/12/13 |
Reliable learning for test-time attacks and distribution shift | arXiv preprint arXiv:2304.03370 | Maria-Florina Balcan Steve Hanneke Rattana Pukdee Dravyansh Sharma | 2023/4/6 |
Stackelberg Games with Side Information | Keegan Harris Steven Wu Maria Florina Balcan | 2023/10/31 | |
Learning revenue maximizing menus of lotteries and two-part tariffs | arXiv preprint arXiv:2302.11700 | Maria-Florina Balcan Hedyeh Beyhaghi | 2023/2/22 |
Learning to Relax: Setting Solver Parameters Across a Sequence of Linear System Instances | arXiv preprint arXiv:2310.02246 | Mikhail Khodak Edmond Chow Maria-Florina Balcan Ameet Talwalkar | 2023/10/3 |
An analysis of robustness of non-lipschitz networks | Journal of Machine Learning Research | Maria-Florina Balcan Avrim Blum Dravyansh Sharma Hongyang Zhang | 2023 |
Multi-agent Value of Information for components’ inspections | ICASP14-14th International Conference on Applications of Statistics and Probability in Civil Engineering | Chaochao Lin Maria-Florina Balcan Avrim Blum Matteo Pozzi | 2023/8 |
Maximizing revenue under market shrinkage and market uncertainty | Advances in Neural Information Processing Systems | Maria-Florina Balcan Siddharth Prasad Tuomas Sandholm | 2022/12/6 |
Meta-learning adversarial bandits | arXiv preprint arXiv:2205.14128 | Maria-Florina Balcan Keegan Harris Mikhail Khodak Zhiwei Steven Wu | 2022/5/27 |
Co-Authors
