Volkan Cevher
Volkan Cevher
Associate Professor, Laboratory for Information and Inference Systems, EPFL
Verified email at epfl.ch - Homepage
Title
Cited by
Cited by
Year
Model-based compressive sensing
RG Baraniuk, V Cevher, MF Duarte, C Hegde
IEEE Transactions on information theory 56 (4), 1982-2001, 2010
16932010
Compressive sensing for background subtraction
V Cevher, A Sankaranarayanan, MF Duarte, D Reddy, RG Baraniuk, ...
European Conference on Computer Vision, 155-168, 2008
3392008
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
2452014
Sparse signal recovery using markov random fields
V Cevher, MF Duarte, C Hegde, R Baraniuk
Advances in Neural Information Processing Systems, 257-264, 2009
1972009
Distributed target localization via spatial sparsity
V Cevher, MF Duarte, RG Baraniuk
2008 16th European Signal Processing Conference, 1-5, 2008
1812008
Junction tree algorithm
D Kahle, T Savitsky, S Schnelle, V Cevher
Stat 631, 2008
1772008
A compressive beamforming method
AC Gurbuz, JH McClellan, V Cevher
2008 IEEE International Conference on Acoustics, Speech and Signal …, 2008
1762008
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
1712010
Bilinear generalized approximate message passing—Part I: Derivation
JT Parker, P Schniter, V Cevher
IEEE Transactions on Signal Processing 62 (22), 5839-5853, 2014
1182014
Learning with compressible priors
V Cevher
Advances in Neural Information Processing Systems, 261-269, 2009
1182009
High-dimensional gaussian process bandits
J Djolonga, A Krause, V Cevher
Advances in Neural Information Processing Systems, 1025-1033, 2013
1162013
Submodular dictionary selection for sparse representation
A Krause, V Cevher
International Conference on Machine Learning (ICML), 2010
1162010
Vehicle speed estimation using acoustic wave patterns
V Cevher, R Chellappa, JH McClellan
IEEE Transactions on signal processing 57 (1), 30-47, 2008
1072008
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
1012009
Compressive wireless arrays for bearing estimation
V Cevher, AC Gurbuz, JH McClellan, R Chellappa
2008 IEEE International Conference on Acoustics, Speech and Signal …, 2008
1002008
WASP: Scalable Bayes via barycenters of subset posteriors
S Srivastava, V Cevher, Q Dinh, D Dunson
Artificial Intelligence and Statistics, 912-920, 2015
842015
Compressible distributions for high-dimensional statistics
R Gribonval, V Cevher, ME Davies
IEEE Transactions on Information Theory 58 (8), 5016-5034, 2012
832012
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
812016
Greedy dictionary selection for sparse representation
V Cevher, A Krause
IEEE Journal of Selected Topics in Signal Processing 5 (5), 979-988, 2011
682011
Bearing estimation via spatial sparsity using compressive sensing
AC Gurbuz, V Cevher, JH Mcclellan
IEEE Transactions on Aerospace and Electronic Systems 48 (2), 1358-1369, 2012
672012
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