Journal Article Distributed κ-means and κ-median clustering on general topologies 2013 • Advances in Neural Information Processing Systems Balcan MF, Ehrlich S, Liang Y
Conference Efficient semi-supervised and active learning of disjunctions 2013 • 30th International Conference on Machine Learning, ICML 2013 • 633-641 Balcan MF, Berlind C, Ehrlich S, Liang Y
Conference Exploiting ontology structures and unlabeled data for learning 2013 • 30th International Conference on Machine Learning, ICML 2013 • 2149-2157 Balcan MF, Blum A, Mansour Y
Journal Article Finding Endogenously Formed Communities 2013 • Proceedings of the Annual ACM-SIAM Symposium on Discrete Algorithms • 767-783 Balcan M-F, Borgs C, Braverman M, Chayes J, Teng S-H
Conference Modeling and Detecting Community Hierarchies 2013 • Lecture Notes in Computer Science • 7953:160-175 Balcan MF, Liang Y
Journal Article Special Section on the Fiftieth Annual IEEE Symposium on Foundations of Computer Science (FOCS 2009) 2013 • SIAM journal on computing (Print) • 42(6):2286-2286 Balcan MF, Braverman M, Spielman DA
Conference Statistical active learning algorithms 2013 • Advances in Neural Information Processing Systems Balcan MF, Feldman V
Preprint Statistical Active Learning Algorithms for Noise Tolerance and Differential Privacy 2013 Balcan MF, Feldman V
Preprint The Power of Localization for Efficiently Learning Linear Separators with Noise 2013 Awasthi P, Balcan MF, Long PM
Journal Article The Price of Uncertainty 2013 • ACM Transactions on Economics and Computation • 1(3):1-29 Balcan M-F, Blum A, Mansour Y
Preprint Active and passive learning of linear separators under log-concave distributions 2012 Balcan MF, Long PM
Journal Article Active Clustering of Biological Sequences 2012 • Journal of machine learning research • 13:203-225 Voevodski K, Balcan M-F, Roeglin H, Teng S-H, Xia Y
Journal Article Active Property Testing 2012 • Annual Symposium on Foundations of Computer Science • 21-30 Balcan M-F, Blais E, Blum A, Yang L
Conference Clustering under Perturbation Resilience 2012 • Lecture Notes in Computer Science • 7391:63-74 Balcan MF, Liang Y
Preprint Distributed Learning, Communication Complexity and Privacy 2012 Balcan M-F, Blum A, Fine S, Mansour Y
Journal Article Distributed learning, communication complexity and privacy 2012 • Journal of machine learning research • 23: Balcan MF, Blum A, Fine S, Mansour Y
Preprint Finding Endogenously Formed Communities 2012 Balcan M-F, Borgs C, Braverman M, Chayes J, Teng S-H
Conference Learning Submodular Functions 2012 • Lecture Notes in Computer Science • 7524:846-849 Balcan M-F, Harvey NJA
Journal Article Learning valuation functions 2012 • Journal of machine learning research • 23: Balcan MF, Constantin F, Iwata S, Wang L
Conference Minimally Invasive Mechanism Design: Distributed Covering with Carefully Chosen Advice 2012 • Proceedings of the ... IEEE Conference on Decision & Control / IEEE Control Systems Society. IEEE Conference on Decision & Control • 2690-2695 Balcan M-F, Krehbiel S, Piliouras G, Shin J
Journal Article On Nash-equilibria of approximation-stable games 2012 • Current Science • 103(9):1014-1020 Awasthi P, Balcan MF, Blum A, Sheffet O, Vempala S
Journal Article Robust interactive learning 2012 • Journal of machine learning research • 23: Balcan MF, Hanneke S
