Convergence of the IRWLS procedure to the support vector machine solution

被引：35
|
作者：
Pérez-Cruz, F
Bousoño-Calzón, C
Artés-Rodríguez, A
机构：
[1] Gatsby Computat Neurosci Unit, London WC1N 3AR, England
[2] Univ Carlos III Madrid, Dept Signal Theory & Commun, Madrid 28911, Spain
来源：
NEURAL COMPUTATION | 2005年 / 17卷 / 01期
关键词：
D O I：
10.1162/0899766052530875
中图分类号：
TP18 [人工智能理论];
学科分类号：
081104 ; 0812 ; 0835 ; 1405 ;
摘要：
An iterative reweighted least squares (IRWLS) procedure recently proposed is shown to converge to the support vector machine solution. The convergence to a stationary point is ensured by modifying the original IRWLS procedure.
引用
收藏
页码：7 / 18
页数：12
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