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
Conference Approximation algorithms and online mechanisms for item pricing 2006 29-35 Balcan M-F, Blum A
Journal Article Kernels as features: On kernels, margins, and low-dimensional mappings 2006 • Machine Learning • 65(1):79-94 Balcan M-F, Blum A, Vempala S
Conference On a theory of learning with similarity functions 2006 • ICML 2006 - Proceedings of the 23rd International Conference on Machine Learning • 2006:73-80 Balcan MF, Blum A
Journal Article A PAC-style model for learning from labeled and unlabeled data 2005 • Lecture Notes in Computer Science • 3559:111-126 Balcan MF, Blum A
Conference Co-training and expansion: Towards bridging theory and practice 2005 • Advances in Neural Information Processing Systems Balcan MF, Blum A, Yang K
Conference Mechanism Design via Machine Learning**The full version of this paper is available as Technical Report CMU-CS-05–143. 2005 • Annual Symposium on Foundations of Computer Science • 605-614 Balcan MF, Blum A, Hartline JD, Mansour Y
Journal Article On kernels, margins, and low-dimensional mappings 2004 • Lecture Notes in Computer Science • 3244:194-205 Balcan MF, Blum A, Vempala S
