A Fast Algorithm for Sparse Reconstruction Based on Shrinkage, Subspace Optimization, and Continuation

Fast linearized Bregman iteration for compressive sensing and sparse denoising

(2013) Bin Dong et al.   Communications in Mathematical Sciences

A Fast Alternating Direction Method for TVL1-L2 Signal Reconstruction From Partial Fourier Data

(2010) Junfeng Yang et al.   IEEE Journal of Selected Topics in Signal Processing

Algorithm 890

(2009) Ewout van den Berg et al.   ACM TRANSACTIONS ON MATHEMATICAL SOFTWARE

Sparse Reconstruction by Separable Approximation

(2009) S.J. Wright et al.   IEEE TRANSACTIONS ON SIGNAL PROCESSING

CoSaMP: Iterative signal recovery from incomplete and inaccurate samples

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

Block-Coordinate Gradient Descent Method for Linearly Constrained Nonsmooth Separable Optimization

(2008) P. Tseng et al.   JOURNAL OF OPTIMIZATION THEORY AND APPLICATIONS

Bregman Iterative Algorithms for $\ell_1$-Minimization with Applications to Compressed Sensing

(2008) Wotao Yin et al.   SIAM Journal on Imaging Sciences

Fixed-Point Continuation for $\ell_1$-Minimization: Methodology and Convergence

(2008) Elaine T. Hale et al.   SIAM JOURNAL ON OPTIMIZATION

Probing the Pareto Frontier for Basis Pursuit Solutions

(2008) Ewout van den Berg et al.   SIAM JOURNAL ON SCIENTIFIC COMPUTING

Proximal Thresholding Algorithm for Minimization over Orthonormal Bases

(2007) Patrick L. Combettes et al.   SIAM JOURNAL ON OPTIMIZATION