Volkan Cevher
Volkan Cevher
Associate Professor, Laboratory for Information and Inference Systems, EPFL
Verifierad e-postadress på epfl.ch - Startsida
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Model-based compressive sensing
RG Baraniuk, V Cevher, MF Duarte, C Hegde
IEEE Transactions on information theory 56 (4), 1982-2001, 2010
18882010
Compressive sensing for background subtraction
V Cevher, A Sankaranarayanan, MF Duarte, D Reddy, RG Baraniuk, ...
European Conference on Computer Vision, 155-168, 2008
3742008
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
2962014
Ultrasensitive hyperspectral imaging and biodetection enabled by dielectric metasurfaces
HA Filiz Yesilkoy, Eduardo R Arvelo, Yasaman Jahani, Mingkai Liu, Andreas ...
Nature Photonics, 2019
2302019
Sparse signal recovery using markov random fields
V Cevher, C Hegde, MF Duarte, RG Baraniuk
RICE UNIV HOUSTON TX DEPT OF ELECTRICAL AND COMPUTER ENGINEERING, 2009
2182009
Junction tree algorithm
D Kahle, T Savitsky, S Schnelle, V Cevher
Stat 631, 2008
2062008
Distributed target localization via spatial sparsity
V Cevher, MF Duarte, RG Baraniuk
2008 16th European Signal Processing Conference, 1-5, 2008
2012008
A compressive beamforming method
AC Gurbuz, JH McClellan, V Cevher
2008 IEEE International Conference on Acoustics, Speech and Signal …, 2008
1972008
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
1852010
Bilinear generalized approximate message passing—Part I: Derivation
JT Parker, P Schniter, V Cevher
IEEE Transactions on Signal Processing 62 (22), 5839-5853, 2014
1732014
High-dimensional gaussian process bandits
J Djolonga, A Krause, V Cevher
Neural Information Processing Systems, 2013
1612013
WASP: Scalable Bayes via barycenters of subset posteriors
S Srivastava, V Cevher, Q Dinh, D Dunson
Artificial Intelligence and Statistics, 912-920, 2015
1372015
Submodular dictionary selection for sparse representation
A Krause, V Cevher
International Conference on Machine Learning (ICML), 2010
1342010
Vehicle speed estimation using acoustic wave patterns
V Cevher, R Chellappa, JH McClellan
IEEE Transactions on signal processing 57 (1), 30-47, 2008
1262008
Learning with compressible priors
V Cevher
Neural Information Processing Systems (NIPS), 2009
1222009
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
1142017
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
1082009
Compressible distributions for high-dimensional statistics
R Gribonval, V Cevher, ME Davies
IEEE Transactions on Information Theory 58 (8), 5016-5034, 2012
1052012
Compressive wireless arrays for bearing estimation
V Cevher, AC Gurbuz, JH McClellan, R Chellappa
2008 IEEE International Conference on Acoustics, Speech and Signal …, 2008
1032008
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
932016
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Artiklar 1–20