Maria-Florina Balcan

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Avrim BlumProfessor and Chief Academic Officer, Toyota Technological Institute at Chicago確認したメールアドレス: ttic.edu
Yingyu LiangUW-Madison確認したメールアドレス: cs.wisc.edu
Ellen VitercikStanford University確認したメールアドレス: stanford.edu
Tuomas SandholmAngel Jordan University Professor of Computer Science, Carnegie Mellon University確認したメールアドレス: cs.cmu.edu
Yishay MansourTel Aviv University確認したメールアドレス: tauex.tau.ac.il
pranjal awasthiGoogle確認したメールアドレス: rutgers.edu
Hongyang ZhangAssistant Professor of Computer Science, University of Waterloo確認したメールアドレス: uwaterloo.ca
Le SongGenBio AI, Mohamed bin Zayed University of Artificial Intelligence確認したメールアドレス: mbzuai.ac.ae
Santosh S. VempalaGeorgia Tech確認したメールアドレス: gatech.edu
Colin WhiteMeta確認したメールアドレス: cs.cmu.edu
Nika HaghtalabUniversity of California, Berkeley確認したメールアドレス: berkeley.edu
David WoodruffProfessor of Computer Science, Carnegie Mellon University確認したメールアドレス: cs.cmu.edu
Steve HannekePurdue University確認したメールアドレス: ttic.edu
John LangfordMicrosoft Research New York確認したメールアドレス: hunch.net
Ruth UrnerAssociate Professor, York University, Toronto確認したメールアドレス: eecs.yorku.ca
NAN DUAI and Machine Learning Research, Apple確認したメールアドレス: apple.com
Heiko RöglinProfessor of Computer Science, University of Bonn確認したメールアドレス: cs.uni-bonn.de
Jason HartlineProfessor of Computer Science, Northwestern U.確認したメールアドレス: northwestern.edu
Ariel ProcacciaGordon McKay Professor of Computer Science, Harvard University確認したメールアドレス: seas.harvard.edu
Bo XieFacebook確認したメールアドレス: fb.com

フォロー

Maria-Florina Balcan

Professor, School of Computer Science, Carnegie Mellon University

確認したメールアドレス: cs.cmu.edu

Machine Learning Algorithmic Game Theory Theoretical Computer Science.


タイトル引用回数順公開年順タイトル順	引用先引用先	年
Agnostic active learning MF Balcan, A Beygelzimer, J Langford MACHINE LEARNING-INTERNATIONAL WORKSHOP THEN CONFERENCE- 23, 65, 2006	647	2006
Margin based active learning MF Balcan, A Broder, T Zhang International Conference on Computational Learning Theory, 35-50, 2007	441	2007
Adaptive gradient-based meta-learning methods M Khodak, MFF Balcan, AS Talwalkar Advances in Neural Information Processing Systems 32, 2019	416	2019
Co-training and expansion: Towards bridging theory and practice MF Balcan, A Blum, K Yang Advances in neural information processing systems 17, 2004	406	2004
On a theory of learning with similarity functions MF Balcan, A Blum Proceedings of the 23rd international conference on Machine learning, 73-80, 2006	281	2006
Scalable kernel methods via doubly stochastic gradients B Dai, B Xie, N He, Y Liang, A Raj, MFF Balcan, L Song Advances in neural information processing systems 27, 2014	263	2014
Learning to branch MF Balcan, T Dick, T Sandholm, E Vitercik International conference on machine learning, 344-353, 2018	250	2018
Distributed -means and -median Clustering on General Topologies MFF Balcan, S Ehrlich, Y Liang Advances in neural information processing systems 26, 2013	233	2013
Distributed learning, communication complexity and privacy MF Balcan, A Blum, S Fine, Y Mansour Conference on Learning Theory, 26.1-26.22, 2012	229	2012
The power of localization for efficiently learning linear separators with noise P Awasthi, MF Balcan, PM Long Journal of the ACM (JACM) 63 (6), 1-27, 2017	224	2017
Improved distributed principal component analysis Y Liang, MFF Balcan, V Kanchanapally, D Woodruff Advances in neural information processing systems 27, 2014	220*	2014
The true sample complexity of active learning MF Balcan, S Hanneke, JW Vaughan Machine learning 80, 111-139, 2010	215	2010
A discriminative framework for clustering via similarity functions MF Balcan, A Blum, S Vempala Proceedings of the fortieth annual ACM symposium on Theory of computing, 671-680, 2008	201	2008
Provable guarantees for gradient-based meta-learning MF Balcan, M Khodak, A Talwalkar International Conference on Machine Learning, 424-433, 2019	181	2019
Active and passive learning of linear separators under log-concave distributions MF Balcan, P Long Conference on Learning Theory, 288-316, 2013	178	2013
Robust hierarchical clustering MF Balcan, Y Liang, P Gupta The Journal of Machine Learning Research 15 (1), 3831-3871, 2014	177	2014
Approximate clustering without the approximation MF Balcan, A Blum, A Gupta Proceedings of the twentieth annual ACM-SIAM symposium on Discrete …, 2009	171	2009
Kernels as features: On kernels, margins, and low-dimensional mappings MF Balcan, A Blum, S Vempala Machine Learning 65 (1), 79-94, 2006	170	2006
Item pricing for revenue maximization MF Balcan, A Blum, Y Mansour Proceedings of the 9th ACM Conference on Electronic Commerce, 50-59, 2008	167	2008
Learning submodular functions MF Balcan, NJA Harvey Proceedings of the forty-third annual ACM symposium on Theory of computing …, 2011	166	2011

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