A Singular Value Thresholding Algorithm for Matrix Completion

Fast linearized Bregman iteration for compressive sensing and sparse denoising

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

Exact Matrix Completion via Convex Optimization

(2009) Emmanuel J. Candès et al.   FOUNDATIONS OF COMPUTATIONAL MATHEMATICS

Sparse Reconstruction by Separable Approximation

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

Convergence of the linearized Bregman iteration for $\ell _1$-norm minimization

(2009) Jian-Feng Cai et al.   MATHEMATICS OF COMPUTATION

Linearized Bregman iterations for compressed sensing

(2009) Jian-Feng Cai et al.   MATHEMATICS OF COMPUTATION

Linearized Bregman Iterations for Frame-Based Image Deblurring

(2009) Jian-Feng Cai et al.   SIAM Journal on Imaging Sciences

The Split Bregman Method for L1-Regularized Problems

(2009) Tom Goldstein et al.   SIAM Journal on Imaging Sciences

Interior-Point Method for Nuclear Norm Approximation with Application to System Identification

(2009) Zhang Liu et al.   SIAM JOURNAL ON MATRIX ANALYSIS 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

Restoration of Chopped and Nodded Images by Framelets

(2008) Jian-Feng Cai et al.   SIAM JOURNAL ON SCIENTIFIC COMPUTING

A fast randomized algorithm for the approximation of matrices

(2007) Franco Woolfe et al.   APPLIED AND COMPUTATIONAL HARMONIC ANALYSIS

A framelet-based image inpainting algorithm

(2007) Jian-Feng Cai et al.   APPLIED AND COMPUTATIONAL HARMONIC ANALYSIS

Inpainting and Zooming Using Sparse Representations

(2007) M.J. Fadili et al.   COMPUTER JOURNAL