Maria-Florina Balcan

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Avrim BlumProfessor and Chief Academic Officer, Toyota Technological Institute at ChicagoVerified email at ttic.edu
Yingyu LiangUniversity of Wisconsin-MadisonVerified email at cs.wisc.edu
Ellen VitercikStanford UniversityVerified email at stanford.edu
Yishay MansourTel Aviv UniversityVerified email at tauex.tau.ac.il
Tuomas SandholmAngel Jordan University Professor of Computer Science, Carnegie Mellon UniversityVerified email at cs.cmu.edu
pranjal awasthiRutgers UniversityVerified email at rutgers.edu
Le SongBiomap, Mohamed bin Zayed University of Artificial IntelligenceVerified email at biomap.com
Hongyang ZhangAssistant Professor of Computer Science, University of WaterlooVerified email at uwaterloo.ca
Santosh S. VempalaGeorgia TechVerified email at gatech.edu
Colin WhiteCaltechVerified email at cs.cmu.edu
David WoodruffProfessor of Computer Science, Carnegie Mellon UniversityVerified email at cs.cmu.edu
Nika HaghtalabUniversity of California, BerkeleyVerified email at berkeley.edu
John LangfordMicrosoft Research New YorkVerified email at hunch.net
Steve HannekePurdue UniversityVerified email at ttic.edu
Philip LongGoogleVerified email at google.com
NAN DUGoogle BrainVerified email at google.com
Ruth UrnerAssociate Professor, York University, TorontoVerified email at eecs.yorku.ca
Heiko RöglinProfessor of Computer Science, University of BonnVerified email at cs.uni-bonn.de
Jason HartlineProfessor of Computer Science, Northwestern U.Verified email at northwestern.edu
Bo XieFacebookVerified email at fb.com

Maria-Florina Balcan

Professor, School of Computer Science, Carnegie Mellon University

Verified email at cs.cmu.edu

Machine Learning Algorithmic Game Theory Theoretical Computer Science.


Title Sort by citations Sort by year Sort by title	Cited by Cited by	Year
Agnostic active learning MF Balcan, A Beygelzimer, J Langford MACHINE LEARNING-INTERNATIONAL WORKSHOP THEN CONFERENCE- 23, 65, 2006	578	2006
Co-training and expansion: Towards bridging theory and practice MF Balcan, A Blum, K Yang Advances in neural information processing systems 17, 2004	372	2004
Margin based active learning MF Balcan, A Broder, T Zhang Learning Theory: 20th Annual Conference on Learning Theory, COLT 2007, San …, 2007	356	2007
Adaptive gradient-based meta-learning methods M Khodak, MFF Balcan, AS Talwalkar Advances in Neural Information Processing Systems 32, 2019	267	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	252	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	240	2014
Distributed learning, communication complexity and privacy MF Balcan, A Blum, S Fine, Y Mansour Conference on Learning Theory, 26.1-26.22, 2012	202	2012
The true sample complexity of active learning MF Balcan, S Hanneke, JW Vaughan Machine learning 80, 111-139, 2010	200	2010
Improved distributed principal component analysis Y Liang, MFF Balcan, V Kanchanapally, D Woodruff Advances in neural information processing systems 27, 2014	199*	2014
Distributed -means and -median Clustering on General Topologies MFF Balcan, S Ehrlich, Y Liang Advances in neural information processing systems 26, 2013	192	2013
Kernels as features: On kernels, margins, and low-dimensional mappings MF Balcan, A Blum, S Vempala Machine Learning 65 (1), 79-94, 2006	191	2006
The power of localization for efficiently learning linear separators with noise P Awasthi, MF Balcan, PM Long Proceedings of the forty-sixth annual ACM symposium on Theory of computing …, 2014	188	2014
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	179	2008
Learning to branch MF Balcan, T Dick, T Sandholm, E Vitercik International conference on machine learning, 344-353, 2018	170	2018
Approximate clustering without the approximation MF Balcan, A Blum, A Gupta Proceedings of the twentieth annual ACM-SIAM symposium on Discrete …, 2009	168	2009
Approximation algorithms and online mechanisms for item pricing MF Balcan, A Blum Proceedings of the 7th ACM Conference on Electronic Commerce, 29-35, 2006	160	2006
Item pricing for revenue maximization MF Balcan, A Blum, Y Mansour Proceedings of the 9th ACM Conference on Electronic Commerce, 50-59, 2008	158	2008
Robust hierarchical clustering MF Balcan, Y Liang, P Gupta The Journal of Machine Learning Research 15 (1), 3831-3871, 2014	155	2014
Learning submodular functions MF Balcan, NJA Harvey Proceedings of the forty-third annual ACM symposium on Theory of computing …, 2011	154	2011
Active and passive learning of linear separators under log-concave distributions MF Balcan, P Long Conference on Learning Theory, 288-316, 2013	151	2013

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