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 (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) • 7391:63-74 Balcan MF, Liang Y
Journal Article Distributed learning, communication complexity and privacy 2012 • Journal of machine learning research • 23:26.22 Balcan MF, Blum A, Fine S, Mansour Y
Preprint Distributed Learning, Communication Complexity and Privacy 2012 Balcan M-F, 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 (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) • 7524:846-849 Balcan M-F, Harvey NJA
Journal Article Learning valuation functions 2012 • Journal of machine learning research • 23:4.24 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 • 23:20.34 Balcan MF, Hanneke S
Preprint Clustering Protein Sequences Given the Approximation Stability of the Min-Sum Objective Function 2011 Voevodski K, Balcan M-F, Roglin H, Teng S-H, Xia Y
Conference Combining self training and active learning for video segmentation 2011 • Bmvc 2011 Proceedings of the British Machine Vision Conference 2011 Fathi A, Balcan MF, Ren X, Rehg JM
Conference Combining Self Training and Active Learning for Video Segmentation 2011 78.1-78.11 Fathi A, Balcan MF, Ren X, Rehg JM
Conference Game Couplings: Learning Dynamics and Applications 2011 • Proceedings of the ... IEEE Conference on Decision & Control / IEEE Control Systems Society. IEEE Conference on Decision & Control • 2441-2446 Balcan M-F, Constantin F, Piliouras G, Shamma JS
Journal Article Leading dynamics to good behavior 2011 • ACM SIGecom Exchanges • 10(2):19-22 Balcan MF
Conference Learning submodular functions 2011 • Annual ACM Symposium on Theory of Computing • 793-802 Balcan M-F, Harvey NJA
Conference Min-sum Clustering of Protein Sequences with Limited Distance Information 2011 • Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) • 7005:192-206 Voevodski K, Balcan M-F, Röglin H, Teng S-H, Xia Y
Preprint Near Optimality in Covering and Packing Games by Exposing Global Information 2011 Balcan M-F, Krehbiel S, Piliouras G, Shin J
