Talk
in
Tutorial: The Art of Gaussian Processes: Classical and Contemporary
Choosing the Kernel and Learning its Parameters
Felipe Tobar
Abstract:
Building on the use of a Gaussian likelihood, we present a learning objective and refer to the problem of choosing a kernel and optimising its parameters. We revise different kernel functions and their properties.