Robust Prediction Interval estimation for Gaussian Processes by Cross-Validation method

Naoufal Acharki, Antoine Bertoncello, Josselin Garnier

Probabilistic regression models typically use the Maximum Likelihood Estimation or Cross-Validation to fit parameters. These methods can give an advantage to the solutions that fit…