Vecchia Gaussian Processes: on probabilistic and statistical properties

Botond Szabo, Yichen Zhu

Gaussian Processes (GPs) are widely used to model dependencies in spatial statistics and machine learning. However, exact inference is computationally intractable for GP regression…