Maria-Florina Balcan

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Avrim BlumProfessor and Chief Academic Officer, Toyota Technological Institute at ChicagoPreverjeni e-poštni naslov na ttic.edu
Ellen VitercikStanford UniversityPreverjeni e-poštni naslov na stanford.edu
Tuomas SandholmAngel Jordan University Professor of Computer Science, Carnegie Mellon UniversityPreverjeni e-poštni naslov na cs.cmu.edu
Yishay MansourTel Aviv UniversityPreverjeni e-poštni naslov na tauex.tau.ac.il
pranjal awasthiGooglePreverjeni e-poštni naslov na rutgers.edu
Hongyang ZhangAssistant Professor of Computer Science, University of WaterlooPreverjeni e-poštni naslov na uwaterloo.ca
Le SongBiomap, Mohamed bin Zayed University of Artificial IntelligencePreverjeni e-poštni naslov na biomap.com
Santosh S. VempalaGeorgia TechPreverjeni e-poštni naslov na gatech.edu
Colin WhiteAbacus.AIPreverjeni e-poštni naslov na cs.cmu.edu
Nika HaghtalabUniversity of California, BerkeleyPreverjeni e-poštni naslov na berkeley.edu
David WoodruffProfessor of Computer Science, Carnegie Mellon UniversityPreverjeni e-poštni naslov na cs.cmu.edu
Steve HannekePurdue UniversityPreverjeni e-poštni naslov na ttic.edu
John LangfordMicrosoft Research New YorkPreverjeni e-poštni naslov na hunch.net
Ruth UrnerAssociate Professor, York University, TorontoPreverjeni e-poštni naslov na eecs.yorku.ca
NAN DUAI and Machine Learning Research, ApplePreverjeni e-poštni naslov na apple.com
Heiko RöglinProfessor of Computer Science, University of BonnPreverjeni e-poštni naslov na cs.uni-bonn.de
Jason HartlineProfessor of Computer Science, Northwestern U.Preverjeni e-poštni naslov na northwestern.edu
Ariel ProcacciaGordon McKay Professor of Computer Science, Harvard UniversityPreverjeni e-poštni naslov na seas.harvard.edu
Bo XieFacebookPreverjeni e-poštni naslov na fb.com
Yu (Brandon) XiaProfessor of Bioengineering, McGill UniversityPreverjeni e-poštni naslov na mcgill.ca

Spremljaj

Maria-Florina Balcan

Professor, School of Computer Science, Carnegie Mellon University

Preverjeni e-poštni naslov na cs.cmu.edu

Machine Learning Algorithmic Game Theory Theoretical Computer Science.


Naslov Razvrsti po navedbah Razvrsti po letniku Razvrsti po naslovu	Navedeno Navedeno	Leto
Agnostic active learning MF Balcan, A Beygelzimer, J Langford MACHINE LEARNING-INTERNATIONAL WORKSHOP THEN CONFERENCE- 23, 65, 2006	628	2006
Margin based active learning MF Balcan, A Broder, T Zhang International Conference on Computational Learning Theory, 35-50, 2007	424	2007
Co-training and expansion: Towards bridging theory and practice MF Balcan, A Blum, K Yang Advances in neural information processing systems 17, 2004	402	2004
Adaptive gradient-based meta-learning methods M Khodak, MFF Balcan, AS Talwalkar Advances in Neural Information Processing Systems 32, 2019	384	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	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	260	2014
Learning to branch MF Balcan, T Dick, T Sandholm, E Vitercik International conference on machine learning, 344-353, 2018	232	2018
Distributed -means and -median Clustering on General Topologies MFF Balcan, S Ehrlich, Y Liang Advances in neural information processing systems 26, 2013	228	2013
Distributed learning, communication complexity and privacy MF Balcan, A Blum, S Fine, Y Mansour Conference on Learning Theory, 26.1-26.22, 2012	219	2012
Improved distributed principal component analysis Y Liang, MFF Balcan, V Kanchanapally, D Woodruff Advances in neural information processing systems 27, 2014	216*	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	214	2017
The true sample complexity of active learning MF Balcan, S Hanneke, JW Vaughan Machine learning 80, 111-139, 2010	210	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
Robust hierarchical clustering MF Balcan, Y Liang, P Gupta The Journal of Machine Learning Research 15 (1), 3831-3871, 2014	173	2014
Active and passive learning of linear separators under log-concave distributions MF Balcan, P Long Conference on Learning Theory, 288-316, 2013	172	2013
Provable guarantees for gradient-based meta-learning MF Balcan, M Khodak, A Talwalkar International Conference on Machine Learning, 424-433, 2019	171	2019
Approximate clustering without the approximation MF Balcan, A Blum, A Gupta Proceedings of the twentieth annual ACM-SIAM symposium on Discrete …, 2009	170	2009
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	166	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	163	2006

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