On the Laplace Approximation as Model Selection Criterion for Gaussian Processes

Andreas Besginow, Jan David Hüwel, Thomas Pawellek +2

Model selection aims to find the best model in terms of accuracy, interpretability or simplicity, preferably all at once. In this work, we focus on evaluating model performance of…