Generalization Properties of hyper-RKHS and its Applications

Fanghui Liu, Lei Shi, Xiaolin Huang +2

This paper generalizes regularized regression problems in a hyper-reproducing kernel Hilbert space (hyper-RKHS), illustrates its utility for kernel learning and out-of-sample exten…