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
Tuomas SandholmAngel Jordan University Professor of Computer Science, Carnegie Mellon UniversityVerified email at cs.cmu.edu
Yishay MansourTel Aviv UniversityVerified email at tauex.tau.ac.il
pranjal awasthiGoogleVerified 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
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
Philip LongGoogleVerified email at google.com
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	591	2006
Margin based active learning MF Balcan, A Broder, T Zhang International Conference on Computational Learning Theory, 35-50, 2007	382	2007
Co-training and expansion: Towards bridging theory and practice MF Balcan, A Blum, K Yang Advances in neural information processing systems 17, 2004	379	2004
Adaptive gradient-based meta-learning methods M Khodak, MFF Balcan, AS Talwalkar Advances in Neural Information Processing Systems 32, 2019	321	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	265	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	243	2014
Distributed -means and -median Clustering on General Topologies MFF Balcan, S Ehrlich, Y Liang Advances in neural information processing systems 26, 2013	208	2013
Distributed learning, communication complexity and privacy MF Balcan, A Blum, S Fine, Y Mansour Conference on Learning Theory, 26.1-26.22, 2012	208	2012
Improved distributed principal component analysis Y Liang, MFF Balcan, V Kanchanapally, D Woodruff Advances in neural information processing systems 27, 2014	205*	2014
The true sample complexity of active learning MF Balcan, S Hanneke, JW Vaughan Machine learning 80, 111-139, 2010	203	2010
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	196	2017
Learning to branch MF Balcan, T Dick, T Sandholm, E Vitercik International conference on machine learning, 344-353, 2018	186	2018
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	186	2008
Approximate clustering without the approximation MF Balcan, A Blum, A Gupta Proceedings of the twentieth annual ACM-SIAM symposium on Discrete …, 2009	171	2009
Robust hierarchical clustering MF Balcan, Y Liang, P Gupta The Journal of Machine Learning Research 15 (1), 3831-3871, 2014	164	2014
Item pricing for revenue maximization MF Balcan, A Blum, Y Mansour Proceedings of the 9th ACM Conference on Electronic Commerce, 50-59, 2008	162	2008
Active and passive learning of linear separators under log-concave distributions MF Balcan, P Long Conference on Learning Theory, 288-316, 2013	161	2013
Approximation algorithms and online mechanisms for item pricing MF Balcan, A Blum Proceedings of the 7th ACM Conference on Electronic Commerce, 29-35, 2006	161	2006
Kernels as features: On kernels, margins, and low-dimensional mappings MF Balcan, A Blum, S Vempala Machine Learning 65, 79-94, 2006	159	2006
Provable guarantees for gradient-based meta-learning MF Balcan, M Khodak, A Talwalkar International Conference on Machine Learning, 424-433, 2019	156	2019

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