Conference Influence function learning in information diffusion networks 2014 • 31st International Conference on Machine Learning Icml 2014 • 5:4118-4135 Du N, Liang Y, Balcan MF, Song L
Journal Article Influence Function Learning in Information Diffusion Networks. 2014 • JMLR workshop and conference proceedings • 32(2):2016-2024 Du N, Liang Y, Balcan M-F, Song L
Journal Article Learning Economic Parameters from Revealed Preferences 2014 • Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) • 8877:338-353 Balcan M-F, Daniely A, Mehta R, Urner R, Vazirani VV
Preprint Learning Economic Parameters from Revealed Preferences 2014 Balcan M-F, Daniely A, Mehta R, Urner R, Vazirani VV
Journal Article Learning Time-Varying Coverage Functions 2014 • Advances in Neural Information Processing Systems • 27: Du N, Liang Y, Balcan M-F, Song L
Journal Article Near-Optimality in Covering Games by Exposing Global Information 2014 • ACM Transactions on Economics and Computation • 2(4):1-22 Balcan M-F, Krehbiel S, Piliouras G, Shin J
Journal Article Robust Hierarchical Clustering 2014 • Journal of machine learning research • 15:3831-3871 Balcan M-F, Liang Y, Gupta P
Preprint Scalable Kernel Methods via Doubly Stochastic Gradients 2014 Dai B, Xie B, He N, Liang Y, Raj A, Balcan M-F, Song L
Conference Scalable kernel methods via doubly stochastic gradients 2014 • Advances in Neural Information Processing Systems • 4(January):3041-3049 Dai B, Xie B, He N, Liang Y, Raj A, Balcan MF, Song L
Conference The power of localization for efficiently learning linear separators with noise 2014 • Annual ACM Symposium on Theory of Computing • 449-458 Awasthi P, Balcan MF, Long PM
Journal Article Active and passive learning of linear separators under log-concave distributions 2013 • Journal of machine learning research • 30:288-316 Balcan MF, Long PM
Journal Article CIRCUMVENTING THE PRICE OF ANARCHY: LEADING DYNAMICS TO GOOD BEHAVIOR 2013 • SIAM journal on computing (Print) • 42(1):230-264 Balcan M-F, Blum A, Mansour Y
Conference Clustering under Approximation Stability 2013 • Journal of the ACM • 60(2): Balcan M-F, Blum A, Gupta A
Preprint Distributed k-Means and k-Median Clustering on General Topologies 2013 Balcan MF, Ehrlich S, Liang Y
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 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 (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) • 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
