Bayesian Nonparametric Kernel-Learning

Junier Oliva, Avinava Dubey, Andrew G. Wilson +3

Kernel methods are ubiquitous tools in machine learning. However, there is often little reason for the common practice of selecting a kernel a priori. Even if a universal approxima…