An implementable proximal point algorithmic framework for nuclear norm minimization

Compressed sensing

David L. Donoho · IEEE Transactions on Information Theory · 2006 · 23.1K citations

Natural Sciences, Computer Science, Mathematics +17

A Fast Iterative Shrinkage-Thresholding Algorithm for Linear Inverse Problems

Amir Beck, Marc Teboulle · SIAM Journal on Imaging Sciences · 2009 · 12K citations

Natural Sciences, Computer Science, Biomedical Imaging +15

Using SeDuMi 1.02, A Matlab toolbox for optimization over symmetric cones

J.F. Sturm · Optimization methods & software · 1999 · 7.5K citations

Natural Sciences, Computer Science, Optimization +11

Near-Optimal Signal Recovery From Random Projections: Universal Encoding Strategies?

Emmanuel J. Candès, Terence Tao · IEEE Transactions on Information Theory · 2006 · 6.9K citations

Engineering, Computer Science, Mathematics +11

A Singular Value Thresholding Algorithm for Matrix Completion

Jian‐Feng Cai, Emmanuel J. Candès, Zuowei Shen · SIAM Journal on Optimization · 2010 · 5.9K citations

Computing, Computer Science, Algorithms +16