Exact Gaussian Processes for Massive Datasets via Non-Stationary Sparsity-Discovering Kernels

Marcus M. Noack, Harinarayan Krishnan, Mark D. Risser +1

A Gaussian Process (GP) is a prominent mathematical framework for stochastic function approximation in science and engineering applications. This success is largely attributed to t…