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» Ellipsoidal Support Vector Machines

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PRL
2006

114views more PRL 2006»

Incremental training of support vector machines using hyperspheres

13 years 10 months ago

Download www.lib.kobe-u.ac.jp

In the conventional incremental training of support vector machines, candidates for support vectors tend to be deleted if the separating hyperplane rotates as the training data ar...

Shinya Katagiri, Shigeo Abe

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IWANN
2001
Springer

124views Neural Networks» more IWANN 2001»

Non-symmetric Support Vector Machines

14 years 3 months ago

Download www.dcs.warwick.ac.uk

A novel approach to calculate the generalization error of the support vector machines and a new support vector machine–nonsymmatic support vector machine–is proposed here. Our ...

Jianfeng Feng

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ICML
2008
IEEE

129views Machine Learning» more ICML 2008»

Fast support vector machine training and classification on graphics processors

14 years 11 months ago

Download www.eecs.berkeley.edu

Bryan C. Catanzaro, Narayanan Sundaram, Kurt Keutz...

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