Parameter selection in Gaussian process interpolation: an empirical study of selection criteria

Sébastien Petit, Julien Bect, Paul Feliot +1

This article revisits the fundamental problem of parameter selection for Gaussian process interpolation. By choosing the mean and the covariance functions of a Gaussian process wit…