Bo Wang, Jian Qing Shi, Generalized Gaussian Process Regression Model for Non-Gaussian Functional Data, Journal of the American Statistical Association, Vol. 109, No. 507 (September 2014), pp.

Researchers explored the decision-making process of Gaussian process (GP) models, focusing on loss landscapes and hyperparameter optimization. They emphasized the importance of the Matérn kernel ...

Gyanendra POKHAREL, Rob DEARDON, Gaussian process emulators for spatial individual-level models of infectious disease, The Canadian Journal of Statistics / La Revue Canadienne de Statistique, Vol. 44, ...