Fast covariance parameter estimation of spatial Gaussian process models using neural networks

Florian Gerber, Douglas W. Nychka

Gaussian processes (GPs) are a popular model for spatially referenced data and allow descriptive statements, predictions at new locations, and simulation of new fields. Often a few…