Parallel cross-validation: a scalable fitting method for Gaussian process models

Florian Gerber, Douglas W. Nychka

Gaussian process (GP) models are widely used to analyze spatially referenced data and to predict values at locations without observations. In contrast to many algorithmic procedure…