Compactly-supported nonstationary kernels for computing exact Gaussian processes on big data

Mark D. Risser, Marcus M. Noack, Hengrui Luo +1

The Gaussian process (GP) is a widely used probabilistic machine learning method with implicit uncertainty characterization for stochastic function approximation, stochastic modeli…