Paper Recommendation
1998 Atomic Decomposition By Basis Pursuit

2001 Atomic Decomposition By Basis Pursuit

1998 An Equivalence Between Sparse Approximation and Support Vector Machines

2005 Decoding By Linear Programming

2008 Probing The Pareto Frontier For Basis Pursuit Solutions

2004 Greed Is Good: Algorithmic Results For Sparse Approximation

2007 Signal Recovery From Random Measurements Via Orthogonal Matching Pursuit

2007 An interior-Point Method For Large-Scale L1-Regularized Least Squares

2006 Stable Recovery of Sparse Overcomplete Representations in The Presence of Noise

2007 Gradient Projection For Sparse Reconstruction: Application To Compressed Sensing and Other inverse Problems

2006 $rm K$ -SVD: An Algorithm For Designing Overcomplete Dictionaries For Sparse Representation

2004 On Sparse Representations in Arbitrary Redundant Bases

2011 Alternating Direction Algorithms For $\ell_1$-Problems in Compressive Sensing

2006 Just Relax: Convex Programming Methods For Identifying Sparse Signals in Noise

2004 Optimal Sparse Representations in General Overcomplete Bases

1996 Analysis of Sound Signals With High Resolution Matching Pursuit

2006 Quantitative Robust Uncertainty Principles and Optimally Sparse Decompositions

2008 CoSaMP: Iterative Signal Recovery From incomplete and inaccurate Samples

2008 Sparse Reconstruction By Separable Approximation

2007 Sparsity and incoherence in Compressive Sampling