Publications by Maria Balcan

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

Journal Article

On kernels, margins, and low-dimensional mappings

2004 • Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) • 3244:194-205
Balcan MF, Blum A, Vempala S