A coordinate gradient descent method for linearly constrained smooth optimization and support vector machines training
Year of publication: |
2010
|
---|---|
Authors: | Tseng, Paul ; Yun, Sangwoon |
Published in: |
Computational Optimization and Applications. - Springer. - Vol. 47.2010, 2, p. 179-206
|
Publisher: |
Springer |
Subject: | Support vector machine | Quadratic program | Continuous quadratic knapsack problem | Linear constraints | Conformal realization | Coordinate gradient descent | Global convergence | Linear convergence rate | Error bound |
-
Pong, Ting, (2012)
-
A projection method for a system of nonlinear monotone equations with convex constraints
Wang, Chuanwei, (2007)
-
A projection method for a system of nonlinear monotone equations with convex constraints
Wang, Chuanwei, (2007)
- More ...
-
Sardy, Sylvain, (2004)
-
An Analysis of the EM Algorithm and Entropy-Like Proximal Point Methods
Tseng, Paul, (2004)
-
An e-Out-of-Kilter Method for Monotropic Programming
Tseng, Paul, (2001)
- More ...