Gaussian process model selection for computer experiments

Sébastien Petit (1, 2, 3) , Julien Bect (1, 3) , Paul Feliot (2, 3) , Emmanuel Vazquez (1, 3)

1 L2S - Laboratoire des signaux et systèmes
2 Safran Aircraft Engines
3 GdR MASCOT-NUM - Méthodes d'Analyse Stochastique des Codes et Traitements Numériques

Domaines: Méthodologie [stat.ME]; Machine Learning [stat.ML]; Statistiques [math.ST]

Sébastien Petit, Julien Bect, Paul Feliot, Emmanuel Vazquez. Gaussian process model selection for computer experiments. MASCOT PhD student 2020 Meeting, Sep 2020, Grenoble, France. . ⟨hal-03018559⟩