58 search results - page 2 / 12 » A Reproducing Kernel Hilbert Space Framework for Information... |
ADCM
2006
13 years 6 months ago
2006
This paper investigates the approximation of multivariate functions from data via linear combinations of translates of a positive definite kernel from a reproducing kernel Hilbert...
ICASSP
2011
IEEE
12 years 10 months ago
2011
IEEE
One of central topics of kernel machines in the field of machine learning is a model selection, especially a selection of a kernel or its parameters. In our previous work, we dis...
NIPS
2004
13 years 7 months ago
2004
This paper provides a foundation for multi
DIS
2007
Springer
14 years 13 days ago
2007
Springer
We describe a technique for comparing distributions without the need for density estimation as an intermediate step. Our approach relies on mapping the distributions into a reprodu...
FOCM
2006
13 years 6 months ago
2006
This paper considers the regularized learning algorithm associated with the leastsquare loss and reproducing kernel Hilbert spaces. The target is the error analysis for the regres...