Publications by Maria Balcan

Conference

Learning to Branch

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

Conference

Learning to Branch

2018 • INTERNATIONAL CONFERENCE ON MACHINE LEARNING, VOL 80 • 80:
Balcan M-F, 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 • 54:
Dick T, Li M, Pillutla VK, White C, Balcan MF, Smola A

Conference

Learning-Theoretic Foundations of Algorithm Configuration for Combinatorial Partitioning Problems

2017 • Proceedings of Machine Learning Research • 65:213-274
Balcan MF, Nagarajan V, Vitercik E, White C

Journal Article

Local algorithms for interactive clustering

2017 • Journal of machine learning research • 18:1-35
Awasthi P, Balcan MF, Voevodski K

Conference

Performance guarantees for transferring representations

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