Volkan Cevher

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Richard BaraniukC. Sidney Burrus Professor, Electrical & Computer Engineering, Rice UniversityAdresse e-mail validée de rice.edu
Jonathan ScarlettAssistant Professor, Computer Science and Mathematics, National University of SingaporeAdresse e-mail validée de comp.nus.edu.sg
Quoc Tran-DinhDepartment of Statistics and Operations Research, UNCAdresse e-mail validée de email.unc.edu
Alp YurtseverUmeå UniversityAdresse e-mail validée de umu.se
Anastasios KyrillidisAssistant Professor, Computer Science Department, Rice University - MicrosoftAdresse e-mail validée de rice.edu
Marco F. DuarteAssociate Professor of Electrical and Computer Engineering, University of Massachusetts AmherstAdresse e-mail validée de ecs.umass.edu
Ilija BogunovicAssistant professor, UCLAdresse e-mail validée de ucl.ac.uk
Chinmay HegdeAssistant Professor, New York UniversityAdresse e-mail validée de nyu.edu
Luca BaldassarreLead Data Scientist, Swiss ReAdresse e-mail validée de swissre.com
Joel A. TroppSteele Family Professor of Applied & Computational Mathematics, CaltechAdresse e-mail validée de caltech.edu
Yen-Huan LiAssistant Professor of Computer Science, National Taiwan UniversityAdresse e-mail validée de csie.ntu.edu.tw
Stephen BeckerAssociate Professor at University of ColoradoAdresse e-mail validée de colorado.edu
Olivier FercoqTelecom ParisAdresse e-mail validée de telecom-paristech.fr
Afsaneh AsaeiHead of AIAdresse e-mail validée de unternehmertum.de
Madeleine UdellAssistant Professor, Operations Research and Information Engineering, CornellAdresse e-mail validée de cornell.edu
Aswin C SankaranarayananAssociate Professor, ECE, Carnegie Mellon UniversityAdresse e-mail validée de andrew.cmu.edu
Hervé BourlardDirector, Idiap Research Institute; Professor at EPFLAdresse e-mail validée de idiap.ch
Andreas KrauseProfessor of Computer Science, ETH ZurichAdresse e-mail validée de inf.ethz.ch
Ali Cafer GurbuzAssistant Professor, Mississippi State UniversityAdresse e-mail validée de ece.msstate.edu
Philip SchniterThe Ohio State UniversityAdresse e-mail validée de osu.edu

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Volkan Cevher

Associate Professor, Laboratory for Information and Inference Systems, EPFL

Adresse e-mail validée de epfl.ch - Page d'accueil

Machine Learning Optimization Signal Processing Information Theory Statistics


Titre Trier par citations Trier par année Trier par titre	Citée par Citée par	Année
Model-based compressive sensing RG Baraniuk, V Cevher, MF Duarte, C Hegde IEEE Transactions on information theory 56 (4), 1982-2001, 2010	1934	2010
Compressive sensing for background subtraction V Cevher, A Sankaranarayanan, MF Duarte, D Reddy, RG Baraniuk, ... European Conference on Computer Vision, 155-168, 2008	384	2008
Ultrasensitive hyperspectral imaging and biodetection enabled by dielectric metasurfaces HA Filiz Yesilkoy, Eduardo R Arvelo, Yasaman Jahani, Mingkai Liu, Andreas ... Nature Photonics, 2019	341	2019
Convex optimization for big data: Scalable, randomized, and parallel algorithms for big data analytics V Cevher, S Becker, M Schmidt IEEE Signal Processing Magazine 31 (5), 32-43, 2014	311	2014
Junction tree algorithm D Kahle, T Savitsky, S Schnelle, V Cevher Stat 631, 2008	223	2008
Sparse signal recovery using markov random fields V Cevher, M Duarte, C Hegde, R Baraniuk Advances in Neural Information Processing Systems 21, 2008	214	2008
Distributed target localization via spatial sparsity V Cevher, MF Duarte, RG Baraniuk 2008 16th European Signal Processing Conference, 1-5, 2008	202	2008
A compressive beamforming method AC Gurbuz, JH McClellan, V Cevher 2008 IEEE International Conference on Acoustics, Speech and Signal …, 2008	197	2008
Bilinear generalized approximate message passing—Part I: Derivation JT Parker, P Schniter, V Cevher IEEE Transactions on Signal Processing 62 (22), 5839-5853, 2014	187	2014
Low-dimensional models for dimensionality reduction and signal recovery: A geometric perspective RG Baraniuk, V Cevher, MB Wakin Proceedings of the IEEE 98 (6), 959-971, 2010	187	2010
High-dimensional gaussian process bandits J Djolonga, A Krause, V Cevher Advances in neural information processing systems 26, 2013	173	2013
WASP: Scalable Bayes via barycenters of subset posteriors S Srivastava, V Cevher, Q Dinh, D Dunson Artificial Intelligence and Statistics, 912-920, 2015	145	2015
Submodular dictionary selection for sparse representation A Krause, V Cevher International Conference on Machine Learning (ICML), 2010	135	2010
Practical sketching algorithms for low-rank matrix approximation JA Tropp, A Yurtsever, M Udell, V Cevher SIAM Journal on Matrix Analysis and Applications 38 (4), 1454-1485, 2017	134	2017
Vehicle speed estimation using acoustic wave patterns V Cevher, R Chellappa, JH McClellan IEEE Transactions on signal processing 57 (1), 30-47, 2008	134	2008
Learning with compressible priors V Cevher Advances in Neural Information Processing Systems 22, 2009	118	2009
Recovery of clustered sparse signals from compressive measurements V Cevher, P Indyk, C Hegde, RG Baraniuk RICE UNIV HOUSTON TX DEPT OF ELECTRICAL AND COMPUTER ENGINEERING, 2009	109	2009
Compressible distributions for high-dimensional statistics R Gribonval, V Cevher, ME Davies IEEE Transactions on Information Theory 58 (8), 5016-5034, 2012	107	2012
Compressive wireless arrays for bearing estimation V Cevher, AC Gurbuz, JH McClellan, R Chellappa 2008 IEEE International Conference on Acoustics, Speech and Signal …, 2008	105	2008
Fixed points of generalized approximate message passing with arbitrary matrices S Rangan, P Schniter, E Riegler, AK Fletcher, V Cevher IEEE Transactions on Information Theory 62 (12), 7464-7474, 2016	99	2016

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