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WADS
2001
Springer
80views Algorithms» more  WADS 2001»
14 years 9 days ago
Optimization over Zonotopes and Training Support Vector Machines
Marshall W. Bern, David Eppstein
ESANN
2004
13 years 9 months ago
On-line support vector machines and optimization strategies
Juan Manuel Górriz, Carlos García Pu...
ICANN
2005
Springer
14 years 1 months ago
Training of Support Vector Machines with Mahalanobis Kernels
Abstract. Radial basis function (RBF) kernels are widely used for support vector machines. But for model selection, we need to optimize the kernel parameter and the margin paramete...
Shigeo Abe
COLT
2003
Springer
14 years 1 months ago
Learning with Rigorous Support Vector Machines
We examine the so-called rigorous support vector machine (RSVM) approach proposed by Vapnik (1998). The formulation of RSVM is derived by explicitly implementing the structural ris...
Jinbo Bi, Vladimir Vapnik