Suvrit Sra

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Citations	10530	6750
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Coauteurs

Inderjit S. DhillonVice President/Distinguished Scientist at Amazon, and Professor, Computer Science, UT AustinAdresse e-mail validée de cs.utexas.edu
Sashank J. ReddiResearch Scientist, Google ResearchAdresse e-mail validée de cs.cmu.edu
Stefanie JegelkaMITAdresse e-mail validée de mit.edu
Arindam BanerjeeFounder Professor, Dept of Computer Science, University of Illinois Urbana-ChampaignAdresse e-mail validée de illinois.edu
Alex SmolaAmazon Web ServicesAdresse e-mail validée de smola.org
Anoop CherianMitsubishi Electric Research Labs (MERL), Australian National UniversityAdresse e-mail validée de merl.com
Reshad HosseiniAssistant Professor, Machine Learning and Robotics Group, University of TehranAdresse e-mail validée de tuebingen.mpg.de
Brian KulisAssociate Professor, Boston UniversityAdresse e-mail validée de bu.edu
Bernhard SchölkopfDirector, Max Planck Institute for Intelligent Systems; Professor at ETH Zürich, and DistinguishedAdresse e-mail validée de tuebingen.mpg.de
Barnabas PoczosAssociate professor, Carnegie Mellon UniversityAdresse e-mail validée de cs.cmu.edu
Ali JadbabaieJR East Professor of Engineering, MITAdresse e-mail validée de mit.edu
Jingzhao ZhangEECS, LIDS, MITAdresse e-mail validée de mit.edu
Michael HirschMax Planck Institute for Intelligent Systems TübingenAdresse e-mail validée de tuebingen.mpg.de
Stephen WrightDepartment of Computer Sciences and Wisconsin Institute for Discovery, University of WisconsinAdresse e-mail validée de cs.wisc.edu
Joydeep Ghosh(Chaired) Professor, ECE Dept., Univ. of Texas at Austin; Faculty Dell Med, UTCS, McCombs, UT-BMEAdresse e-mail validée de utexas.edu
Stefan HarmelingProfessor at Heinrich-Heine-Universität DüsseldorfAdresse e-mail validée de hhu.de
Ahmed HefnySoftware Engineer, WaymoAdresse e-mail validée de cs.cmu.edu
Sebastian NowozinPartner Researcher, Microsoft Research (Cambridge, UK)Adresse e-mail validée de microsoft.com
Chulhee YunPhD Student, Massachusetts Institute of TechnologyAdresse e-mail validée de mit.edu
Prateek JainMicrosoft Research IndiaAdresse e-mail validée de microsoft.com

Suvrit Sra

MIT

Adresse e-mail validée de mit.edu - Page d'accueil

Nonconvex Optimization Machine Learning Matrix Analysis Convex Optimization Geometric Optimization


Titre Trier par citations Trier par année Trier par titre	Citée par Citée par	Année
Information-theoretic metric learning JV Davis, B Kulis, P Jain, S Sra, IS Dhillon Proceedings of the 24th international conference on Machine learning, 209-216, 2007	2242	2007
Clustering on the unit hypersphere using von Mises-Fisher distributions A Banerjee, IS Dhillon, J Ghosh, S Sra Journal of Machine Learning Research 6 (Sep), 1345-1382, 2005	852	2005
Optimization for machine learning S Sra, S Nowozin, SJ Wright Mit Press, 2012	574	2012
Generalized nonnegative matrix approximations with Bregman divergences S Sra, IS Dhillon Advances in neural information processing systems, 283-290, 2006	489	2006
Stochastic Variance Reduction for Nonconvex Optimization SJ Reddi, A Hefny, S Sra, B Póczós, A Smola International Conference on Machine Learning (ICML), 2016	410	2016
Minimum sum-squared residue co-clustering of gene expression data H Cho, IS Dhillon, Y Guan, S Sra Proceedings of the 2004 SIAM international conference on data mining, 114-125, 2004	390	2004
Efficient filter flow for space-variant multiframe blind deconvolution M Hirsch, S Sra, B Schölkopf, S Harmeling 2010 IEEE Computer Society Conference on Computer Vision and Pattern …, 2010	216	2010
On variance reduction in stochastic gradient descent and its asynchronous variants SJ Reddi, A Hefny, S Sra, B Poczos, AJ Smola Advances in neural information processing systems, 2647-2655, 2015	162	2015
Fast Stochastic Methods for Nonsmooth Nonconvex Optimization SJ Reddi, S Sra, B Poczos, A Smola Advances in Neural Information Processing Systems, 2016	160*	2016
Jensen-bregman logdet divergence with application to efficient similarity search for covariance matrices A Cherian, S Sra, A Banerjee, N Papanikolopoulos IEEE transactions on pattern analysis and machine intelligence 35 (9), 2161-2174, 2012	154*	2012
Randomized nonlinear component analysis D Lopez-Paz, S Sra, A Smola, Z Ghahramani, B Schölkopf International conference on machine learning, 1359-1367, 2014	152	2014
Riemannian SVRG: Fast stochastic optimization on Riemannian manifolds H Zhang, S J Reddi, S Sra Advances in Neural Information Processing Systems 29, 4592-4600, 2016	142	2016
Generative model-based clustering of directional data A Banerjee, I Dhillon, J Ghosh, S Sra Proceedings of the ninth ACM SIGKDD international conference on Knowledge …, 2003	140	2003
A short note on parameter approximation for von Mises-Fisher distributions: and a fast implementation of I _s(x) S Sra Computational Statistics 27 (1), 177-190, 2012	138	2012
Fast Newton-type methods for the least squares nonnegative matrix approximation problem D Kim, S Sra, I Dhillon SIAM Data Mining, 2007	137	2007
Positive definite matrices and the S-divergence S Sra Proceedings of the American Mathematical Society 144 (7), 2787-2797, 2016	135	2016
First-order methods for geodesically convex optimization H Zhang, S Sra Conference on Learning Theory (COLT), 2016	115	2016
A new metric on the manifold of kernel matrices with application to matrix geometric means S Sra Advances in neural information processing systems 25, 144-152, 2012	110	2012
Geometric Mean Metric Learning PH Zadeh, R Hosseini, S Sra International Conference on Machine Learning (ICML), 2016	106*	2016
Modeling data using directional distributions IS Dhillon, S Sra Technical Report TR-03-06, Department of Computer Sciences, The University …, 2003	105	2003

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