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Venkat Chandrasekaran
Observed names:
Chandrasekaran, Venkat,
V. Chandrasekaran,
Venkat Ch,
Venkat Chandrasekeran
Institutions:
California Institute of Technology,
University of Chicago
Observed institutions:
California Institute of Technology,
University of Wisconsin–Madison,
University of Chicago,
Massachusetts Institute of Technology,
Rice University,
University of California, Berkeley
show all 6
OpenAlex ID:
A5105003932
Rank-Sparsity Incoherence for Matrix Decomposition
2011
·
Venkat Chandrasekaran
, Sujay Sanghavi
, et al.
·
SIAM Journal on Optimization
·
1,010
PDF
The Convex Geometry of Linear Inverse Problems
2010
·
Venkat Chandrasekaran
, Benjamin Recht
, et al.
·
921
The Convex Geometry of Linear Inverse Problems
2012
·
Venkat Chandrasekaran
, Benjamin Recht
, et al.
·
Foundations of Computational Mathematics
·
887
PDF
Latent variable graphical model selection via convex optimization
2012
·
Venkat Chandrasekaran
, Pablo A. Parrilo
, et al.
·
The Annals of Statistics
·
370
PDF
Computational and statistical tradeoffs via convex relaxation
2013
·
Venkat Chandrasekaran
, Michael I. Jordan
·
Proceedings of the National Academy of Sciences
·
181
Sparse and Low-Rank Matrix Decompositions
2009
·
Venkat Chandrasekaran
, Sujay Sanghavi
, et al.
·
IFAC Proceedings Volumes
·
96
PDF
Latent variable graphical model selection via convex optimization
2010
·
Venkat Chandrasekaran
, Pablo A. Parrilo
, et al.
·
Allerton Conference on Communication, Control, and Computing
·
94
PDF
Rank-Sparsity Incoherence for Matrix Decomposition
2009
·
Chandrasekaran, Venkat
, Sanghavi, Sujay
, et al.
·
88
Relative Entropy Relaxations for Signomial Optimization
2016
·
Venkat Chandrasekaran
, Parikshit Shah
·
SIAM Journal on Optimization
·
87
Complexity of Inference in Graphical Models
2012
·
Chandrasekaran, Venkat
, Srebro, Nathan
, et al.
·
arXiv (Cornell University)
·
83
PDF
Relative entropy optimization and its applications
2016
·
Venkat Chandrasekaran
, Parikshit Shah
·
Mathematical Programming
·
80
Sparse and low-rank matrix decompositions
2009
·
Venkat Chandrasekaran
, Sujay Sanghavi
, et al.
·
Allerton Conference on Communication, Control, and Computing
·
79
Regularization for Design
2016
·
Nikolai Matni
, Venkat Chandrasekaran
·
IEEE Transactions on Automatic Control
·
61
PDF
The Convex algebraic geometry of linear inverse problems
2010
·
Venkat Chandrasekaran
, Benjamin Recht
, et al.
·
Allerton Conference on Communication, Control, and Computing
·
60
Diagonal and Low-Rank Matrix Decompositions, Correlation Matrices, and Ellipsoid Fitting
2012
·
J. Saunderson
, V. Chandrasekaran
, et al.
·
SIAM Journal on Matrix Analysis and Applications
·
48
PDF
Estimation in Gaussian Graphical Models Using Tractable Subgraphs: A Walk-Sum Analysis
2008
·
Venkat Chandrasekaran
, Jason K. Johnson
, et al.
·
IEEE Transactions on Signal Processing
·
42
Recovery of Sparse Probability Measures via Convex Programming
2012
·
Mert Pilancı
, Laurent El Ghaoui
, et al.
·
CaltechAUTHORS (California Institute of Technology)
·
41
PDF
Newton Polytopes and Relative Entropy Optimization
2021
·
Riley Murray
, Venkat Chandrasekaran
, et al.
·
Foundations of Computational Mathematics
·
36
PDF
Signomial and polynomial optimization via relative entropy and partial dualization
2020
·
Riley Murray
, Venkat Chandrasekaran
, et al.
·
Mathematical Programming Computation
·
34
PDF
Representation and Compression of Multidimensional Piecewise Functions Using Surflets
2009
·
Venkat Chandrasekaran
, Michael B. Wakin
, et al.
·
IEEE Transactions on Information Theory
·
33
Gaussian Multiresolution Models: Exploiting Sparse Markov and Covariance Structure
2009
·
Myung Jin Choi
, V. Chandrasekaran
, et al.
·
IEEE Transactions on Signal Processing
·
29
PDF
Feedback Message Passing for Inference in Gaussian Graphical Models
2012
·
Ying Liu
, Venkat Chandrasekaran
, et al.
·
IEEE Transactions on Signal Processing
·
28
PDF
Surflets: a sparse representation for multidimensional functions containing smooth discontinuities
2004
·
V. Chandrasekaran
, M.B. Wakin
, et al.
·
IEEE International Symposium on Information Theory (ISIT)
·
24
Regularization for design
2014
·
Nikolai Matni
, Venkat Chandrasekaran
·
IEEE Conference on Decision and Control (CDC)
·
22
Multiscale stochastic modeling for tractable inference and data assimilation
2008
·
Myung Jin Choi
, Venkat Chandrasekaran
, et al.
·
Computer Methods in Applied Mechanics and Engineering
·
21
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Works count:
111
Citation count:
4,734
H-index:
23
I10-index:
36
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