Identifiability and Sensitivity Analysis of Kriging Weights for the Matern Kernel

Amanda Muyskens, Benjamin W. Priest, Imene R. Goumiri +1

Gaussian process (GP) models are effective non-linear models for numerous scientific applications. However, computation of their hyperparameters can be difficult when there is a la…