Bayesian inference for high-dimensional nonstationary Gaussian processes

Mark D. Risser, Daniel Turek

In spite of the diverse literature on nonstationary spatial modeling and approximate Gaussian process (GP) methods, there are no general approaches for conducting fully Bayesian in…