A Compositional Kernel Model for Feature Learning

Feng Ruan, Keli Liu, Michael Jordan

We study a compositional variant of kernel ridge regression in which the predictor is applied to a coordinate-wise reweighting of the inputs. Formulated as a variational problem, t…