Skip to yearly menu bar Skip to main content

Tutorial: The Art of Gaussian Processes: Classical and Contemporary

Infinitely-many Gaussian RVs: The Gaussian process

Felipe Tobar


We study the covariance function and its marginalisation properties to motivate the existence of an infinite collection of Gaussian RVs, that is, the Gaussian process. We then present the prior and posterior GP in an illustrative manner.