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» Localized multiple kernel learning
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PRL
2010
77views more  PRL 2010»
14 years 10 months ago
Cost-conscious multiple kernel learning
Mehmet Gönen, Ethem Alpaydin
IJON
2010
109views more  IJON 2010»
14 years 10 months ago
Supervised learning of local projection kernels
Mehmet Gönen, Ethem Alpaydin
ICML
2005
IEEE
16 years 17 days 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
16 years 17 days 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