Contraction rates for conjugate gradient and Lanczos approximate posteriors in Gaussian process regression

Bernhard Stankewitz, Botond Szabo

Due to their flexibility and theoretical tractability Gaussian process (GP) regression models have become a central topic in modern statistics and machine learning. While the true…