Exact Inference for Gaussian Process Regression in case of Big Data with the Cartesian Product Structure

Mikhail Belyaev, Evgeny Burnaev, Yermek Kapushev

Approximation algorithms are widely used in many engineering problems. To obtain a data set for approximation a factorial design of experiments is often used. In such case the size…