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» Oblique Support Vector Machines

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NIPS
2003

197views Information Technology» more NIPS 2003»

1-norm Support Vector Machines

13 years 10 months ago

Download www.stat.lsa.umich.edu

The standard 2-norm SVM is known for its good performance in twoclass classi£cation. In this paper, we consider the 1-norm SVM. We argue that the 1-norm SVM may have some advanta...

Ji Zhu, Saharon Rosset, Trevor Hastie, Robert Tibs...

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PARCO
2003

120views Distributed And Parallel Com...» more PARCO 2003»

Parallel Decomposition Approaches for Training Support Vector Machines

13 years 10 months ago

Download eprints.pascal-network.org

Thomas Serafini, Gaetano Zanghirati, Luca Zanni

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ESANN
2000

88views Neural Networks» more ESANN 2000»

Support Vector Committee Machines

13 years 10 months ago

Download www.dice.ucl.ac.be

Abstract. This paper proposes a mathematical programming framew ork for combining SVMs with possibly di erent kernels. Compared to single SVMs, the advantage of this approach is tw...

Dominique Martinez, Gilles Millerioux

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NIPS
1998

133views Information Technology» more NIPS 1998»

Support Vector Machines Applied to Face Recognition

13 years 10 months ago