Deep Kernel Processes

Laurence Aitchison, Adam X. Yang, Sebastian W. Ober

Abstract: We define deep kernel processes in which positive definite Gram matrices are progressively transformed by nonlinear kernel functions and by sampling from (inverse) Wishart distributions. Remarkably...