Journal Article Data driven resource allocation for distributed learning 2017 • AAAI Workshop - Technical Report • WS-17-01 - WS-17-15:478-484 Dick T, White C, Li M, Balcan MF, Pillutla VK, Smola A
Conference Data driven resource allocation for distributed learning 2017 • Proceedings of the 20th International Conference on Artificial Intelligence and Statistics, AISTATS 2017 Dick T, Li M, Pillutla VK, White C, Balcan MF, Smola A
Preprint Dispersion for Data-Driven Algorithm Design, Online Learning, and Private Optimization 2017 Balcan M-F, Dick T, Vitercik E
Preprint Generalization Guarantees for Multi-item Profit Maximization: Pricing, Auctions, and Randomized Mechanisms 2017 Balcan M-F, Sandholm T, Vitercik E
Journal Article Label Efficient Learning by Exploiting Multi-Class Output Codes 2017 • Proceedings of the ... AAAI Conference on Artificial Intelligence. AAAI Conference on Artificial Intelligence • 1735-1741 Balcan MF, Dick T, Mansour Y
Journal Article Local algorithms for interactive clustering 2017 • Journal of machine learning research • 18:1-35 Awasthi P, Balcan MF, Voevodski K
Conference Local algorithms for interactive clustering 2017 • Journal of machine learning research • 18: Awasthi P, Balcan MF, Voevodski K
Preprint Matrix Completion and Related Problems via Strong Duality 2017 Balcan M-F, Liang Y, Woodruff DP, Zhang H
Journal Article Nash Equilibria in Perturbation-Stable Games 2017 • Theory of Computing • 13: Balcan M-F, Braverman M
Conference Performance guarantees for transferring representations 2017 • 5th International Conference on Learning Representations, ICLR 2017 - Workshop Track Proceedings McNamara D, Balcan MF
Preprint Robust Communication-Optimal Distributed Clustering Algorithms 2017 Awasthi P, Bakshi A, Balcan M-F, White C, Woodruff D
Journal Article Sample and Computationally Efficient Learning Algorithms under S-Concave Distributions 2017 • Advances in Neural Information Processing Systems • 30: Balcan M-F, Zhang H
Preprint Sample and Computationally Efficient Learning Algorithms under S-Concave Distributions 2017 Balcan M-F, Zhang H
Journal Article Scalable Influence Maximization for Multiple Products in Continuous-Time Diffusion Networks 2017 • Journal of machine learning research • 18: Du N, Liang Y, Balcan M-F, Gomez-Rodriguez M, Zha H, Song L
Journal Article The Power of Localization for Efficiently Learning Linear Separators with Noise 2017 • Journal of the ACM • 63(6): Awasthi P, Balcan MF, Long PM
Journal Article Active Learning Algorithms for Graphical Model Selection 2016 • JMLR workshop and conference proceedings • 51:1356-1364 Dasarathy G, Singh A, Balcan MF, Park JH
Preprint Active Learning Algorithms for Graphical Model Selection 2016 Dasarathy G, Singh A, Balcan M-F, Park JH
Journal Article An improved gap-dependency analysis of the noisy power method 2016 • Journal of machine learning research • 49(June):284-309 Balcan MF, Du SS, Wang Y, Yu AW
Preprint An Improved Gap-Dependency Analysis of the Noisy Power Method 2016 Balcan MF, Du SS, Wang Y, Yu AW
Journal Article CLUSTERING UNDER PERTURBATION RESILIENCE 2016 • SIAM journal on computing (Print) • 45(1):102-155 Balcan MF, Liang Y
Journal Article Communication Efficient Distributed Agnostic Boosting 2016 • JMLR workshop and conference proceedings • 51:1299-1307 Chen S-T, Balcan M-F, Chau DH
Journal Article Communication Efficient Distributed Kernel Principal Component Analysis 2016 • Proceedings of the ACM SIGKDD International Conference on Knowledge Discovery and Data Mining • 725-734 Balcan M-F, Liang Y, Song L, Woodruff D, Xie B
Journal Article K-center clustering under perturbation resilience 2016 • Leibniz International Proceedings in Informatics • 55: Balcan MF, Haghtalab N, White C
