Publications by Maria Balcan

Journal Article

Agnostic active learning

2009 • Journal of Computer and System Sciences • 75(1):78-89
Balcan M-F, Beygelzimer A, Langford J

Conference

Agnostic Clustering

2009 • Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) • 5809:384-398
Balcan MF, Röglin H, Teng S-H

Conference

Better guarantees for sparsest cut clustering

2009 • Colt 2009 the 22nd Conference on Learning Theory
Balcan MF

Conference

Finding low error clusterings

2009 • Colt 2009 the 22nd Conference on Learning Theory
Balcan MF, Braverman M

Conference

Clustering with Interactive Feedback

2008 • Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) • 5254:316-328
Balcan M-F, Blum A

Conference

The true sample complexity of active learning

2008 • 21st Annual Conference on Learning Theory Colt 2008 • 45-56
Balcan MF, Hanneke S, Wortman J

Conference

Item Pricing for Revenue Maximization in Combinatorial Auctions

2007 • Dagstuhl Seminar Proceedings • 7271:
Balcan MF

Conference

Margin based active learning

2007 • Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) • 4539:35-+
Balcan M-F, Broder A, Zhang T

Conference

Robust Reductions from Ranking to Classification

2007 • Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) • 4539:604-619
Balcan M-F, Bansal N, Beygelzimer A, Coppersmith D, Langford J, Sorkin GB

Conference

Agnostic active learning

2006 • Icml 2006 Proceedings of the 23rd International Conference on Machine Learning • 2006:65-72
Balcan MF, Beygelzimer A, Langford J