Publications by Maria Balcan

Journal Article

Algorithm Configuration for Structured Pfaffian Settings

2025 • Transactions on Machine Learning Research • 2025-April:
Balcan MF, Nguyen AT, Sharma D

Conference

LEARNING FROM WEAK LABELERS AS CONSTRAINTS

2025 • 13th International Conference on Learning Representations Iclr 2025 • 3546-3586
Agrawal V, Pukdee R, Balcan MF, Ravikumar P

Conference

LEARNING TO RELAX: SETTING SOLVER PARAMETERS ACROSS A SEQUENCE OF LINEAR SYSTEM INSTANCES

2024 • 12th International Conference on Learning Representations Iclr 2024
Khodak M, Chow E, Balcan MF, Talwalkar A

Journal Article

New Guarantees for Learning Revenue Maximizing Menus of Lotteries and Two-Part Tariffs

2024 • Transactions on Machine Learning Research • 2024:
Balcan MF, Beyhaghi H