Alignment Based Kernel Learning with a Continuous Set of Base Kernels

Arash Afkanpour, Csaba Szepesvari, Michael Bowling

The success of kernel-based learning methods depend on the choice of kernel. Recently, kernel learning methods have been proposed that use data to select the most appropriate kerne…