On the Brittleness of Maximum Likelihood Estimation for Gaussian Process Hyperparameter Optimization

Tyler R. Johnson, Kian Ben-Jacob, Christopher P. Muller +1

Machine learning (ML) has become an indispensable part of modern engineering design workflows. A crucial step in training an ML model is the selection of the loss function which ca…