1235 search results - page 18 / 247 » Learning with Idealized Kernels |
ALT
2000
Springer
15 years 3 months ago
2000
Springer
COLT
2010
Springer
14 years 10 months ago
2010
Springer
ICML
2005
IEEE
16 years 19 days ago
2005
IEEE
We introduce a family of kernels on discrete data structures within the general class of decomposition kernels. A weighted decomposition kernel (WDK) is computed by dividing objec...
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ICML
2003
IEEE
16 years 19 days ago
2003
IEEE
In this paper, we address the problem of finding the pre-image of a feature vector in the feature space induced by a kernel. This is of central importance in some kernel applicatio...
ICPR
2008
IEEE
15 years 6 months ago
2008
IEEE
Robustness is one of the most critical issues in the appearance-based learning strategies. In this work, we propose a novel kernel that is robust against data corruption for vario...