Parallel algorithm for support vector machines training and quadratic optimization problems

DOI10.1080/10556780512331318146zbMath1072.90039OpenAlexW2043257442MaRDI QIDQ5317755

Renato De Leone

Publication date: 21 September 2005

Published in: Optimization Methods and Software (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.1080/10556780512331318146

zbMATH Keywords

quadratic programmingsupport vector machinesmatrix splitting methodsalternating direction methods

Mathematics Subject Classification ID

Nonlinear programming (90C30) Numerical optimization and variational techniques (65K10)

Related Items (2)

Support vector classifiers via gradient systems with discontinuous righthand sides ⋮ Data preprocessing in semi-supervised SVM classification

Cites Work

• Splitting Algorithms for the Sum of Two Nonlinear Operators
• Convergence of Iterates of an Inexact Matrix Splitting Algorithm for the Symmetric Monotone Linear Complementarity Problem

This page was built for publication: Parallel algorithm for support vector machines training and quadratic optimization problems