Maria-Florina Balcan 个人学术档案

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引用	10226	5585
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Avrim BlumProfessor and Chief Academic Officer, Toyota Technological Institute at Chicago在 ttic.edu 的电子邮件经过验证
Ellen VitercikStanford University在 stanford.edu 的电子邮件经过验证
Tuomas SandholmAngel Jordan University Professor of Computer Science, Carnegie Mellon University在 cs.cmu.edu 的电子邮件经过验证
Yishay MansourTel Aviv University在 tauex.tau.ac.il 的电子邮件经过验证
pranjal awasthiGoogle在 rutgers.edu 的电子邮件经过验证
Hongyang ZhangAssistant Professor of Computer Science, University of Waterloo在 uwaterloo.ca 的电子邮件经过验证
Le SongBiomap, Mohamed bin Zayed University of Artificial Intelligence在 biomap.com 的电子邮件经过验证
Santosh S. VempalaGeorgia Tech在 gatech.edu 的电子邮件经过验证
Colin WhiteAbacus.AI在 cs.cmu.edu 的电子邮件经过验证
Nika HaghtalabUniversity of California, Berkeley在 berkeley.edu 的电子邮件经过验证
David WoodruffProfessor of Computer Science, Carnegie Mellon University在 cs.cmu.edu 的电子邮件经过验证
Steve HannekePurdue University在 ttic.edu 的电子邮件经过验证
John LangfordMicrosoft Research New York在 hunch.net 的电子邮件经过验证
NAN DUAI and Machine Learning Research, Apple在 apple.com 的电子邮件经过验证
Ruth UrnerAssociate Professor, York University, Toronto在 eecs.yorku.ca 的电子邮件经过验证
Heiko RöglinProfessor of Computer Science, University of Bonn在 cs.uni-bonn.de 的电子邮件经过验证
Jason HartlineProfessor of Computer Science, Northwestern U.在 northwestern.edu 的电子邮件经过验证
Ariel ProcacciaGordon McKay Professor of Computer Science, Harvard University在 seas.harvard.edu 的电子邮件经过验证
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Yu (Brandon) XiaProfessor of Bioengineering, McGill University在 mcgill.ca 的电子邮件经过验证

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Maria-Florina Balcan

Professor, School of Computer Science, Carnegie Mellon University

在 cs.cmu.edu 的电子邮件经过验证

Machine Learning Algorithmic Game Theory Theoretical Computer Science.


标题按引用次数排序按年份排序按标题排序	引用次数引用次数	年份
Agnostic active learning MF Balcan, A Beygelzimer, J Langford MACHINE LEARNING-INTERNATIONAL WORKSHOP THEN CONFERENCE- 23, 65, 2006	625	2006
Margin based active learning MF Balcan, A Broder, T Zhang International Conference on Computational Learning Theory, 35-50, 2007	421	2007
Co-training and expansion: Towards bridging theory and practice MF Balcan, A Blum, K Yang Advances in neural information processing systems 17, 2004	397	2004
Adaptive gradient-based meta-learning methods M Khodak, MFF Balcan, AS Talwalkar Advances in Neural Information Processing Systems 32, 2019	371	2019
On a theory of learning with similarity functions MF Balcan, A Blum Proceedings of the 23rd international conference on Machine learning, 73-80, 2006	280	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	256	2014
Distributed -means and -median Clustering on General Topologies MFF Balcan, S Ehrlich, Y Liang Advances in neural information processing systems 26, 2013	227	2013
Learning to branch MF Balcan, T Dick, T Sandholm, E Vitercik International conference on machine learning, 344-353, 2018	226	2018
Distributed learning, communication complexity and privacy MF Balcan, A Blum, S Fine, Y Mansour Conference on Learning Theory, 26.1-26.22, 2012	218	2012
Improved distributed principal component analysis Y Liang, MFF Balcan, V Kanchanapally, D Woodruff Advances in neural information processing systems 27, 2014	215*	2014
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	211	2017
The true sample complexity of active learning MF Balcan, S Hanneke, JW Vaughan Machine learning 80, 111-139, 2010	208	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	200	2008
Active and passive learning of linear separators under log-concave distributions MF Balcan, P Long Conference on Learning Theory, 288-316, 2013	172	2013
Approximate clustering without the approximation MF Balcan, A Blum, A Gupta Proceedings of the twentieth annual ACM-SIAM symposium on Discrete …, 2009	170	2009
Robust hierarchical clustering MF Balcan, Y Liang, P Gupta The Journal of Machine Learning Research 15 (1), 3831-3871, 2014	169	2014
Provable guarantees for gradient-based meta-learning MF Balcan, M Khodak, A Talwalkar International Conference on Machine Learning, 424-433, 2019	167	2019
Item pricing for revenue maximization MF Balcan, A Blum, Y Mansour Proceedings of the 9th ACM Conference on Electronic Commerce, 50-59, 2008	166	2008
Kernels as features: On kernels, margins, and low-dimensional mappings MF Balcan, A Blum, S Vempala Machine Learning 65 (1), 79-94, 2006	165	2006
Approximation algorithms and online mechanisms for item pricing MF Balcan, A Blum Proceedings of the 7th ACM Conference on Electronic Commerce, 29-35, 2006	162	2006

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