Gaussian Processes Sampling with Sparse Grids under Additive Schwarz Preconditioner

Haoyuan Chen, Rui Tuo

Gaussian processes (GPs) are widely used in non-parametric Bayesian modeling, and play an important role in various statistical and machine learning applications. In a variety task…