2018
How are the Centered Kernel Principal Components Relevant to Regression Task? -An Exact Analysis
ICASSP 2018accepted
We present an exact analytic expression of the contributions of the kernel principal components to the relevant information in a nonlinear regression problem. A related study has been presented by Braun, Buhmann, and Müller in 2008, where an upper bound of the contributions was given for a general s…