Bridging Theory and Practice in Efficient Gaussian Process-Based Statistical Modeling for Large Datasets

Flávio B. Gonçalves, Marcos O. Prates, Gareth O. Roberts

Geostatistics is a branch of statistics concerned with stochastic processes over continuous domains, with Gaussian processes (GPs) providing a flexible and principled modelling fra…