Physics Inspired Approaches To Understanding Gaussian Processes

Maximilian P. Niroomand, Luke Dicks, Edward O. Pyzer-Knapp +1

Prior beliefs about the latent function to shape inductive biases can be incorporated into a Gaussian Process (GP) via the kernel. However, beyond kernel choices, the decision-maki…