On the Fundamental Limits of Recovering Tree Sparse Vectors from Noisy Linear Measurements

18 June 2013

Papers citing "On the Fundamental Limits of Recovering Tree Sparse Vectors from Noisy Linear Measurements"

17 / 17 papers shown

Title
Near-Optimal Adaptive Compressed Sensing Matthew Malloy Robert D. Nowak 67 164 0 26 Jun 2013
Recovering Graph-Structured Activations using Adaptive Compressive Measurements A. Krishnamurthy James Sharpnack Aarti Singh 67 21 0 01 May 2013
Recovering Block-structured Activations Using Compressive Measurements Sivaraman Balakrishnan Mladen Kolar Alessandro Rinaldo Aarti Singh 78 22 0 15 Sep 2012
Adaptive sensing performance lower bounds for sparse signal detection and support estimation R. Castro 306 33 0 04 Jun 2012
Efficient Adaptive Compressive Sensing Using Sparse Hierarchical Learned Dictionaries Akshay Soni Jarvis Haupt 64 23 0 29 Nov 2011
On the Fundamental Limits of Adaptive Sensing E. Arias-Castro Emmanuel J. Candes Mark A. Davenport 138 137 0 20 Nov 2011
Group Lasso with Overlaps: the Latent Group Lasso approach G. Obozinski Laurent Jacob Jean-Philippe Vert 111 183 0 03 Oct 2011
Compressive Imaging using Approximate Message Passing and a Markov-Tree Prior Subhojit Som Philip Schniter 96 214 0 12 Aug 2011
How well can we estimate a sparse vector? Emmanuel J. Candès Mark A. Davenport 80 116 0 27 Apr 2011
Sequential Analysis in High Dimensional Multiple Testing and Sparse Recovery Matthew Malloy Robert D. Nowak 71 44 0 30 Mar 2011
Proximal Methods for Hierarchical Sparse Coding Rodolphe Jenatton Julien Mairal G. Obozinski Francis R. Bach 206 344 0 11 Sep 2010
Distilled Sensing: Adaptive Sampling for Sparse Detection and Estimation Jarvis Haupt R. Castro Robert D. Nowak 118 154 0 29 Jan 2010
Revisiting Marginal Regression Christopher R. Genovese Jiashun Jin Larry A. Wasserman 135 38 0 20 Nov 2009
The composite absolute penalties family for grouped and hierarchical variable selection P. Zhao Guilherme V. Rocha Bin Yu 196 673 0 02 Sep 2009
Learning with Structured Sparsity Junzhou Huang Tong Zhang Dimitris N. Metaxas 218 565 0 17 Mar 2009
Support union recovery in high-dimensional multivariate regression G. Obozinski Martin J. Wainwright Michael I. Jordan 213 323 0 05 Aug 2008
Information-theoretic limits on sparse signal recovery: Dense versus sparse measurement matrices Wei Wang Martin J. Wainwright Kannan Ramchandran 210 171 0 03 Jun 2008