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» Localized multiple kernel learning
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PRL
2010
77views more  PRL 2010»
13 years 6 months ago
Cost-conscious multiple kernel learning
Mehmet Gönen, Ethem Alpaydin
IJON
2010
109views more  IJON 2010»
13 years 6 months ago
Supervised learning of local projection kernels
Mehmet Gönen, Ethem Alpaydin
ICML
2005
IEEE
14 years 8 months ago
Weighted decomposition kernels
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...
Sauro Menchetti, Fabrizio Costa, Paolo Frasconi
ICML
2003
IEEE
14 years 8 months ago
The Pre-Image Problem in Kernel Methods
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...
James T. Kwok, Ivor W. Tsang