3236 search results - page 35 / 648 » Active kernel learning |
119
click to vote
NIPS
2003
15 years 2 months ago
2003
We consider the problem of reconstructing patterns from a feature map. Learning algorithms using kernels to operate in a reproducing kernel Hilbert space (RKHS) express their solu...
144
Voted
IJCNN
2007
IEEE
15 years 7 months ago
2007
IEEE
Abstract— The optimal model parameters of a kernel machine are typically given by the solution of a convex optimisation problem with a single global optimum. Obtaining the best p...
107
click to vote
ICML
2004
IEEE
16 years 1 months ago
2004
IEEE
In kernel methods, an interesting recent development seeks to learn a good kernel from empirical data automatically. In this paper, by regarding the transductive learning of the k...
94
Voted
COLT
2007
Springer
15 years 7 months ago
2007
Springer
95
Voted
COLT
2006
Springer
15 years 4 months ago
2006
Springer
