3236 search results - page 10 / 648 » Active kernel learning |
PR
2007
13 years 6 months ago
2007
The advantage of a kernel method often depends critically on a proper choice of the kernel function. A promising approach is to learn the kernel from data automatically. In this p...
JMLR
2010
13 years 1 months ago
2010
Appropriate selection of the kernel function, which implicitly defines the feature space of an algorithm, has a crucial role in the success of kernel methods. In this paper, we co...
ICML
2003
IEEE
14 years 7 months ago
2003
IEEE
KDD
2002
ACM
14 years 7 months ago
2002
ACM
DSMML
2004
Springer
14 years 3 days ago
2004
Springer
The equivalent kernel [1] is a way of understanding how Gaussian process regression works for large sample sizes based on a continuum limit. In this paper we show how to approximat...