Deep Kernel Machines via the Kernel Reparametrization Trick

Jovana Mitrovic, Dino Sejdinovic, Yee Whye Teh

Abstract: Encoding deep neural networks using a hierarchy of increasingly complex kernels. This motivates a novel supervised weight initialization method that discovers highly discriminative features already...