Adaptive step-size fast iterative shrinkage-thresholding algorithm and sparse-spike deconvolution

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

Atomic Decomposition by Basis Pursuit

Scott Shaobing Chen, David L. Donoho, Michael A. Saunders · SIAM Journal on Scientific Computing · 1998 · 7K citations

Natural Sciences, Mathematics, Optimization +16

The relaxation method of finding the common point of convex sets and its application to the solution of problems in convex programming

L.M. Bregman · USSR Computational Mathematics and Mathematical Physics · 1967 · 2.7K citations

Natural Sciences, Computer Science, Mathematics +12

Smooth minimization of non-smooth functions

Yu. Nesterov · Mathematical Programming · 2004 · 2.6K citations

Natural Sciences, Computer Science, Mathematics +15

A method for solving the convex programming problem with convergence rate O(1/k^2)

Yurii Nesterov · Proceedings of the USSR Academy of Sciences · 1983 · 1.8K citations

Natural Sciences, Computer Science, Algorithms +8