On the Expressive Power of Kernel Methods and the Efficiency of Kernel Learning by Association Schemes

arXiv: Learning, 2019.

Cited by: 0|Views25
EI

Abstract:

We study the expressive power of kernel methods and the algorithmic feasibility of multiple kernel learning for a special rich class of kernels. Specifically, we define emph{Euclidean kernels}, a diverse class that includes most, if not all, families of kernels studied in literature such as polynomial kernels and radial basis functions. W...More

Code:

Data:

Your rating :
0

 

Tags
Comments