Maria-Florina Balcan

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Avrim BlumProfessor and Chief Academic Officer, Toyota Technological Institute at ChicagoDirección de correo verificada de ttic.edu
Yingyu LiangUW-MadisonDirección de correo verificada de cs.wisc.edu
Ellen VitercikStanford UniversityDirección de correo verificada de stanford.edu
Tuomas SandholmAngel Jordan University Professor of Computer Science, Carnegie Mellon UniversityDirección de correo verificada de cs.cmu.edu
Yishay MansourTel Aviv UniversityDirección de correo verificada de tauex.tau.ac.il
pranjal awasthiGoogleDirección de correo verificada de rutgers.edu
Hongyang ZhangAssistant Professor of Computer Science, University of WaterlooDirección de correo verificada de uwaterloo.ca
Le SongBiomap, Mohamed bin Zayed University of Artificial IntelligenceDirección de correo verificada de biomap.com
Santosh S. VempalaGeorgia TechDirección de correo verificada de gatech.edu
Colin WhiteMetaDirección de correo verificada de cs.cmu.edu
Nika HaghtalabUniversity of California, BerkeleyDirección de correo verificada de berkeley.edu
David WoodruffProfessor of Computer Science, Carnegie Mellon UniversityDirección de correo verificada de cs.cmu.edu
Steve HannekePurdue UniversityDirección de correo verificada de ttic.edu
John LangfordMicrosoft Research New YorkDirección de correo verificada de hunch.net
Ruth UrnerAssociate Professor, York University, TorontoDirección de correo verificada de eecs.yorku.ca
NAN DUAI and Machine Learning Research, AppleDirección de correo verificada de apple.com
Heiko RöglinProfessor of Computer Science, University of BonnDirección de correo verificada de cs.uni-bonn.de
Jason HartlineProfessor of Computer Science, Northwestern U.Dirección de correo verificada de northwestern.edu
Ariel ProcacciaGordon McKay Professor of Computer Science, Harvard UniversityDirección de correo verificada de seas.harvard.edu
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Maria-Florina Balcan

Professor, School of Computer Science, Carnegie Mellon University

Dirección de correo verificada de cs.cmu.edu

Machine Learning Algorithmic Game Theory Theoretical Computer Science.


Título Ordenar por citas Ordenar por año Ordenar por título	Citado por Citado por	Año
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	440	2007
Adaptive gradient-based meta-learning methods M Khodak, MFF Balcan, AS Talwalkar Advances in Neural Information Processing Systems 32, 2019	412	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	245	2018
Distributed -means and -median Clustering on General Topologies MFF Balcan, S Ehrlich, Y Liang Advances in neural information processing systems 26, 2013	231	2013
Distributed learning, communication complexity and privacy MF Balcan, A Blum, S Fine, Y Mansour Conference on Learning Theory, 26.1-26.22, 2012	226	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	177	2013
Robust hierarchical clustering MF Balcan, Y Liang, P Gupta The Journal of Machine Learning Research 15 (1), 3831-3871, 2014	174	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	165	2011

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