Publications by Maria Balcan

Conference

Performance guarantees for transferring representations

2019 • 5th International Conference on Learning Representations, ICLR 2017 - Workshop Track Proceedings
McNamara D, Balcan MF

Conference

Provable Guarantees for Gradient-Based Meta-Learning

2019 • Proceedings of Machine Learning Research • 97:424-433
Khodak M, Balcan MF, Talwalkar A

Conference

Testing Matrix Rank, Optimally

2019 • PROCEEDINGS OF THE 2019 ANNUAL ACM-SIAM SYMPOSIUM ON DISCRETE ALGORITHMS, SODA • 727-746
Balcan M-F, Li Y, Woodruff DP, Zhang H

Conference

Learning to Branch

2018 • INTERNATIONAL CONFERENCE ON MACHINE LEARNING, VOL 80 • 80:
Balcan M-F, Dick T, Sandholm T, Vitercik E

Conference

Learning to Branch

2018 • Proceedings of Machine Learning Research • 80:344-353
Balcan MF, Dick T, Sandholm T, Vitercik E

Journal Article

Data driven resource allocation for distributed learning

2017 • Aaai Workshop Technical Report • WS-17-01 - WS-17-15:478-484
Dick T, White C, Li M, Balcan MF, Pillutla VK, Smola A

Conference

Data driven resource allocation for distributed learning

2017 • Proceedings of the 20th International Conference on Artificial Intelligence and Statistics Aistats 2017
Dick T, Li M, Pillutla VK, White C, Balcan MF, Smola A