A New Primal–Dual Algorithm for Minimizing the Sum of Three Functions with a Linear Operator

Regularization and Variable Selection Via the Elastic Net

Hui Zou, Trevor Hastie · Journal of the Royal Statistical Society Series B (Statistical Methodology) · 2005 · 21K citations · Full text

Computing, Computer Science, Data Science +15

A First-Order Primal-Dual Algorithm for Convex Problems with Applications to Imaging

Antonin Chambolle, Thomas Pock · Journal of Mathematical Imaging and Vision · 2010 · 4.4K citations

Natural Sciences, Computer Science, Mathematics +13

The Numerical Solution of Parabolic and Elliptic Differential Equations

D.W. Peaceman, H.H. Rachford · Journal of the Society for Industrial and Applied Mathematics · 1955 · 3.3K citations

Natural Sciences, Computational Engineering, Physics +17

Sparsity and Smoothness Via the Fused Lasso

Robert Tibshirani, Michael A. Saunders, Saharon Rosset et al. · Journal of the Royal Statistical Society Series B (Statistical Methodology) · 2004 · 2.8K citations

Life Sciences, Bioinformatics, Biostatistics +14

A dual algorithm for the solution of nonlinear variational problems via finite element approximation

Daniel Gabay, Bertrand Mercier · Computers & Mathematics with Applications · 1976 · 2.6K citations · Full text

Computing, Computational Engineering, Mathematics +15