Publications by Maria Balcan

Journal Article

Efficient learning of linear separators under bounded noise

2015 • Journal of machine learning research • 40(2015):
Awasthi P, Balcan MF, Haghtalab N, Urner R

Journal Article

Efficient representations for lifelong learning and autoencoding

2015 • Journal of machine learning research • 40(2015):
Balcan MF, Blum A, Vempala S

Conference

Learning Cooperative Games

2015 • IJCAI International Joint Conference on Artificial Intelligence • 475-481
Balcan M-F, Procaccia AD, Zick Y

Conference

A new perspective on learning linear separators with large LqLp margins

2014 • Journal of machine learning research • 33:68-76
Balcan MF, Berlind C

Conference

Active learning and best-response dynamics

2014 • Advances in Neural Information Processing Systems • 3(January):2222-2230
Balcan MF, Berlind C, Blum A, Cohen E, Patnaik K, Song L