Learning Data-adaptive Nonparametric Kernels

Fanghui Liu, Xiaolin Huang, Chen Gong +2

In this paper, we propose a data-adaptive non-parametric kernel learning framework in margin based kernel methods. In model formulation, given an initial kernel matrix, a data-adap…