
iPiano
 Referenced in 68 articles
[sw09623]
 iPiano: inertial proximal algorithm for nonconvex optimization. In this paper we study an algorithm ... iPiano combines forwardbackward splitting with an inertial force. It can be seen ... nonsmooth split version of the Heavyball method from Polyak. A rigorous analysis ... used to prove convergence for several other gradient methods. First, an abstract convergence theorem...

InertialSsGM
 Referenced in 1 article
[sw42307]
 Delayed Derivatives for Nonconvex Problems. Stochastic gradient methods (SGMs) are predominant approaches for solving stochastic ... certain acceleration technique to a stochastic subgradient method (SsGM) for nonsmooth nonconvex problems. In addition ... inertial proximal SsGM for solving nonsmooth nonconvex stochastic optimization problems. The proposed method can have ... method on three applications. The numerical results clearly demonstrate the advantages of using the inertial...

HSL
 Referenced in 284 articles
[sw00418]
 HSL (formerly the Harwell Subroutine Library) is a...

LSQR
 Referenced in 410 articles
[sw00530]
 Algorithm 583: LSQR: Sparse Linear Equations and Least...

Mathematica
 Referenced in 6445 articles
[sw00554]
 Almost any workflow involves computing results, and that...

Matlab
 Referenced in 13702 articles
[sw00558]
 MATLAB® is a highlevel language and interactive...

FreeFem++
 Referenced in 1396 articles
[sw01436]
 FreeFem++ is an implementation of a language dedicated...

CVX
 Referenced in 855 articles
[sw04594]
 CVX is a modeling system for constructing and...

KELLEY
 Referenced in 643 articles
[sw04829]
 Iterative methods for optimization This book gives an...

LIBSVM
 Referenced in 1204 articles
[sw04879]
 LIBSVM is a library for Support Vector Machines...

PDCO
 Referenced in 717 articles
[sw05148]
 PDCO: PrimalDual interior method for Convex Objectives...

VanHuffel
 Referenced in 231 articles
[sw05243]
 The total least squares problem: computational aspects and...

NESTA
 Referenced in 133 articles
[sw06576]
 NESTA: A fast and accurate firstorder method...

UNLocBoX
 Referenced in 340 articles
[sw07521]
 The UNLocboX is a matlab convex optimization toolbox...

MCPLIB
 Referenced in 115 articles
[sw07894]
 MCPLIB: A Collection of Nonlinear Mixed Complementarity Problems...

glmnet
 Referenced in 634 articles
[sw08159]
 R package glmnet: Lasso and elasticnet regularized...

SPGL1
 Referenced in 199 articles
[sw08365]
 SPGL1: A solver for largescale sparse reconstruction...

ParNes
 Referenced in 12 articles
[sw08366]
 ParNes: A rapidly convergent algorithm for accurate recovery...

AIR tools
 Referenced in 97 articles
[sw09203]
 AIR tools  a MATLAB package of algebraic iterative...

ElemStatLearn
 Referenced in 1567 articles
[sw11049]
 R package ElemStatLearn: Data sets, functions and examples...