Fast increased fidelity approximate Gibbs samplers for Bayesian Gaussian process regression

Kelly R. Moran, Matthew W. Wheeler

The use of Gaussian processes (GPs) is supported by efficient sampling algorithms, a rich methodological literature, and strong theoretical grounding. However, due to their prohibi…