Maria-Florina Balcan - Google Scholar Citations

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Citations	5438	3292
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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
Yishay MansourTel Aviv UniversityVerified email at tau.ac.il
Le SongGeorgia Institute of TechnologyVerified email at cc.gatech.edu
pranjal awasthiRutgers UniversityVerified email at rutgers.edu
Ellen VitercikCarnegie Mellon UniversityVerified email at cs.cmu.edu
Santosh S. VempalaGeorgia TechVerified email at gatech.edu
David WoodruffCarnegie Mellon UniversityVerified email at cs.cmu.edu
Hongyang ZhangToyota Technological Institute at ChicagoVerified email at ttic.edu
Nathan SrebroProfessor, TTIC and University of ChicagoVerified email at ttic.edu
Colin WhiteCarnegie Mellon UniversityVerified email at cs.cmu.edu
John LangfordMicrosoft Research New YorkVerified email at hunch.net
Tuomas SandholmAngel Jordan Professor of Computer Science, Carnegie Mellon UniversityVerified email at cs.cmu.edu
Jason HartlineProfessor of Computer Science, Northwestern U.Verified email at northwestern.edu
Heiko RöglinProfessor of Computer Science, University of BonnVerified email at cs.uni-bonn.de
Philip LongGoogleVerified email at google.com
Nika HaghtalabCornell UniversityVerified email at cornell.edu
NAN DUGoogle BrainVerified email at google.com
Ruth UrnerAssistant Professor, York University, TorontoVerified email at eecs.yorku.ca
Steve HannekeToyota Technological Institute at ChicagoVerified email at ttic.edu

Maria-Florina Balcan

Associate Professor, School of Computer Science, Carnegie Mellon University

Verified email at cs.cmu.edu

Machine Learning Algorithmic Game Theory Theoretical Computer Science.


Title	Cited by	Year
Agnostic active learning MF Balcan, A Beygelzimer, J Langford MACHINE LEARNING-INTERNATIONAL WORKSHOP THEN CONFERENCE- 23, 65, 2006	435	2006
Co-training and expansion: Towards bridging theory and practice MF Balcan, A Blum, K Yang Advances in neural information processing systems, 89-96, 2005	275	2005
Margin based active learning MF Balcan, A Broder, T Zhang International Conference on Computational Learning Theory, 35-50, 2007	204	2007
A theory of learning with similarity functions MF Balcan, A Blum, N Srebro Machine Learning 72 (1-2), 89-112, 2008	199	2008
Kernels as features: On kernels, margins, and low-dimensional mappings MF Balcan, A Blum, S Vempala Machine Learning 65 (1), 79-94, 2006	168	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, 3041-3049, 2014	157	2014
The true sample complexity of active learning MF Balcan, S Hanneke, JW Vaughan Machine learning 80 (2-3), 111-139, 2010	155	2010
Distributed learning, communication complexity and privacy MF Balcan, A Blum, S Fine, Y Mansour Conference on Learning Theory, 26.1-26.22, 2012	151	2012
Approximate clustering without the approximation MF Balcan, A Blum, A Gupta Proceedings of the twentieth annual ACM-SIAM symposium on Discrete …, 2009	147	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	140	2006
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	127	2008
Item pricing for revenue maximization MF Balcan, A Blum, Y Mansour Proceedings of the 9th ACM conference on Electronic commerce, 50-59, 2008	126	2008
Improved distributed principal component analysis Y Liang, MFF Balcan, V Kanchanapally, D Woodruff Advances in Neural Information Processing Systems, 3113-3121, 2014	120*	2014
Mechanism design via machine learning MF Balcan, A Blum, JD Hartline, Y Mansour 46th Annual IEEE Symposium on Foundations of Computer Science (FOCS'05), 605-614, 2005	114	2005
A PAC-style model for learning from labeled and unlabeled data MF Balcan, A Blum International Conference on Computational Learning Theory, 111-126, 2005	114	2005
Robust hierarchical clustering MF Balcan, Y Liang, P Gupta The Journal of Machine Learning Research 15 (1), 3831-3871, 2014	106	2014
Distributed -means and -median Clustering on General Topologies MFF Balcan, S Ehrlich, Y Liang Advances in Neural Information Processing Systems, 1995-2003, 2013	106	2013
Learning submodular functions MF Balcan, NJA Harvey Proceedings of the forty-third annual ACM symposium on Theory of computing …, 2011	106*	2011
Person identification in webcam images: An application of semi-supervised learning MF Balcan, A Blum, PP Choi, J Lafferty, B Pantano, MR Rwebangira, ... ICML 2005 Workshop on Learning with Partially Classified Training Data 2, 6, 2005	106	2005
A discriminative model for semi-supervised learning MF Balcan, A Blum Journal of the ACM (JACM) 57 (3), 1-46, 2010	102	2010

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