Vanishingly Sparse Matrices and Expander Graphs, With Application to Compressed Sensing

Compressed Sensing: How Sharp Is the Restricted Isometry Property?

(2011) Jeffrey D. Blanchard et al.   SIAM REVIEW

Phase transitions for greedy sparse approximation algorithms

(2010) Jeffrey D. Blanchard et al.   APPLIED AND COMPUTATIONAL HARMONIC ANALYSIS

Normalized Iterative Hard Thresholding: Guaranteed Stability and Performance

(2010) T. Blumensath et al.   IEEE Journal of Selected Topics in Signal Processing

Improved Bounds on Restricted Isometry Constants for Gaussian Matrices

(2010) Bubacarr Bah et al.   SIAM JOURNAL ON MATRIX ANALYSIS AND APPLICATIONS

Iterative hard thresholding for compressed sensing

(2009) Thomas Blumensath et al.   APPLIED AND COMPUTATIONAL HARMONIC ANALYSIS

Efficient and Robust Compressed Sensing Using Optimized Expander Graphs

(2009) Sina Jafarpour et al.   IEEE TRANSACTIONS ON INFORMATION THEORY

Subspace Pursuit for Compressive Sensing Signal Reconstruction

(2009) Wei Dai et al.   IEEE TRANSACTIONS ON INFORMATION THEORY

Sparsest solutions of underdetermined linear systems via ℓq-minimization for 0<q⩽1

(2008) Simon Foucart et al.   APPLIED AND COMPUTATIONAL HARMONIC ANALYSIS

CoSaMP: Iterative signal recovery from incomplete and inaccurate samples

(2008) D. Needell et al.   APPLIED AND COMPUTATIONAL HARMONIC ANALYSIS

The restricted isometry property and its implications for compressed sensing

(2008) Emmanuel J. Candès   COMPTES RENDUS MATHEMATIQUE

Compressed Sensing MRI

(2008) M. Lustig et al.   IEEE SIGNAL PROCESSING MAGAZINE

An Introduction To Compressive Sampling

(2008) E.J. Candes et al.   IEEE SIGNAL PROCESSING MAGAZINE