Information-Theoretically Optimal Compressed Sensing via Spatial Coupling and Approximate Message Passing

4 December 2011

Papers citing "Information-Theoretically Optimal Compressed Sensing via Spatial Coupling and Approximate Message Passing"

12 / 12 papers shown

Title
State Evolution for General Approximate Message Passing Algorithms, with Applications to Spatial Coupling Adel Javanmard Andrea Montanari 64 261 0 21 Nov 2012
Subsampling at Information Theoretically Optimal Rates Adel Javanmard Andrea Montanari 68 18 0 12 Feb 2012
Optimal Phase Transitions in Compressed Sensing Yihong Wu S. Verdú 66 149 0 29 Nov 2011
Accurate Prediction of Phase Transitions in Compressed Sensing via a Connection to Minimax Denoising D. Donoho Iain M. Johnstone Andrea Montanari 119 179 0 04 Nov 2011
Compressive Imaging using Approximate Message Passing and a Markov-Tree Prior Subhojit Som Philip Schniter 89 214 0 12 Aug 2011
Message-Passing Estimation from Quantized Samples Ulugbek Kamilov Vivek K Goyal S. Rangan 76 113 0 31 May 2011
How well can we estimate a sparse vector? Emmanuel J. Candès Mark A. Davenport 80 116 0 27 Apr 2011
The LASSO risk for gaussian matrices Mohsen Bayati Andrea Montanari 152 317 0 16 Aug 2010
The Noise-Sensitivity Phase Transition in Compressed Sensing D. Donoho A. Maleki Andrea Montanari 85 382 0 08 Apr 2010
The dynamics of message passing on dense graphs, with applications to compressed sensing Mohsen Bayati Andrea Montanari 107 69 0 20 Jan 2010
$Minimax rates of estimation for high-dimensional linear regression over $\ell_q$-balls$ Minimax rates of estimation for high-dimensional linear regression over $\ell_q$ -balls Garvesh Raskutti Martin J. Wainwright Bin Yu 179 575 0 11 Oct 2009
Message Passing Algorithms for Compressed Sensing D. Donoho A. Maleki Andrea Montanari 102 2,352 0 21 Jul 2009