Conference Learning and 1-bit compressed sensing under asymmetric noise 2016 • Journal of machine learning research • 49(June):152-192 Awasthi P, Balcan MF, Haghtalab N, Zhang H
Journal Article Learning combinatorial functions from pairwise comparisons 2016 • Journal of machine learning research • 49(June):310-335 Balcan MF, Vitercik E, White C
Preprint Learning Combinatorial Functions from Pairwise Comparisons 2016 Balcan M-F, Vitercik E, White C
Journal Article Learning-Theoretic Foundations of Algorithm Configuration for Combinatorial Partitioning Problems 2016 Balcan M-F, Nagarajan V, Vitercik E, White C
Journal Article Noise-Tolerant Life-Long Matrix Completion via Adaptive Sampling 2016 • Advances in Neural Information Processing Systems • 29: Balcan M-F, Zhang H
Journal Article Sample Complexity of Automated Mechanism Design 2016 • Advances in Neural Information Processing Systems • 29: Balcan M-F, Sandholm T, Vitercik E
Preprint Scalable Influence Maximization for Multiple Products in Continuous-Time Diffusion Networks 2016 Du N, Liang Y, Balcan M-F, Gomez-Rodriguez M, Zha H, Song L
Conference A Distributed Frank-Wolfe Algorithm for Communication-Efficient Sparse Learning 2015 478-486 Bellet A, Liang Y, Garakani AB, Balcan M-F, Sha F
Preprint Communication Efficient Distributed Kernel Principal Component Analysis 2015 Balcan M-F, Liang Y, Song L, Woodruff D, Xie B
Preprint Data Driven Resource Allocation for Distributed Learning 2015 Dick T, Li M, Pillutla VK, White C, Balcan MF, Smola A
Journal Article Efficient learning of linear separators under bounded noise 2015 • Journal of machine learning research • 40(2015): Awasthi P, Balcan MF, Haghtalab N, Urner R
Preprint Efficient Learning of Linear Separators under Bounded Noise 2015 Awasthi P, Balcan M-F, Haghtalab N, Urner R
Journal Article Efficient representations for lifelong learning and autoencoding 2015 • Journal of machine learning research • 40(2015): Balcan MF, Blum A, Vempala S
Preprint Label Efficient Learning by Exploiting Multi-class Output Codes 2015 Balcan MF, Dick T, Mansour Y
Conference Learning Cooperative Games 2015 • IJCAI International Joint Conference on Artificial Intelligence • 475-481 Balcan M-F, Procaccia AD, Zick Y
Conference Learning Submodular Functions with Applications to Multi-Agent Systems 2015 • PROCEEDINGS OF THE 2015 INTERNATIONAL CONFERENCE ON AUTONOMOUS AGENTS & MULTIAGENT SYSTEMS (AAMAS'15) • 3-3 Balcan MF
Journal Article Statistical Active Learning Algorithms for Noise Tolerance and Differential Privacy 2015 • Algorithmica • 72(1):282-315 Balcan MF, Feldman V
Preprint A Distributed Frank-Wolfe Algorithm for Communication-Efficient Sparse Learning 2014 Bellet A, Liang Y, Garakani AB, Balcan M-F, Sha F
Conference A new perspective on learning linear separators with large L<inf>q</inf>L<inf>p</inf> margins 2014 • Journal of machine learning research • 33:68-76 Balcan MF, Berlind C
