Author pages are created from data sourced from our academic publisher partnerships and public sources.
- Publications
- Influence
Model-Based Compressive Sensing
- Richard Baraniuk, V. Cevher, Marco F. Duarte, C. Hegde
- Mathematics, Computer Science
- IEEE Transactions on Information Theory
- 26 August 2008
TLDR
Bilinear Generalized Approximate Message Passing—Part I: Derivation
- J. Parker, Philip Schniter, V. Cevher
- Mathematics, Computer Science
- IEEE Transactions on Signal Processing
- 9 October 2013
TLDR
Sparse Signal Recovery Using Markov Random Fields
- V. Cevher, Marco F. Duarte, C. Hegde, Richard Baraniuk
- Computer Science
- NIPS
- 8 December 2008
TLDR
A compressive beamforming method
- Ali Cafer Gürbüz, J. McClellan, V. Cevher
- Mathematics, Computer Science
- IEEE International Conference on Acoustics…
- 12 May 2008
TLDR
Convex Optimization for Big Data: Scalable, randomized, and parallel algorithms for big data analytics
- V. Cevher, Stephen Becker, M. Schmidt
- Computer Science, Mathematics
- IEEE Signal Processing Magazine
- 18 August 2014
TLDR
Submodular Dictionary Selection for Sparse Representation
- Andreas Krause, V. Cevher
- Mathematics, Computer Science
- ICML
- 21 June 2010
TLDR
Time-Varying Gaussian Process Bandit Optimization
- Ilija Bogunovic, J. Scarlett, V. Cevher
- Computer Science, Mathematics
- AISTATS
- 25 January 2016
TLDR
Compressive Sensing for Background Subtraction
- V. Cevher, Aswin C. Sankaranarayanan, Marco F. Duarte, D. Reddy, Richard Baraniuk, R. Chellappa
- Computer Science, Mathematics
- ECCV
- 12 October 2008
TLDR
Learning with Compressible Priors
- V. Cevher
- Mathematics, Computer Science
- NIPS
- 7 December 2009
TLDR
WASP: Scalable Bayes via barycenters of subset posteriors
- Sanvesh Srivastava, V. Cevher, Quoc Tran-Dinh, D. Dunson
- Mathematics, Computer Science
- AISTATS
- 21 February 2015
TLDR