Group kernels for Gaussian process metamodels with categorical inputs

Olivier Roustant, Esperan Padonou, Yves Deville +4

Gaussian processes (GP) are widely used as a metamodel for emulating time-consuming computer codes. We focus on problems involving categorical inputs, with a potentially large numb…