Massively parallel approximate Gaussian process regression

Robert B. Gramacy, Jarad Niemi, Robin M. Weiss

We explore how the big-three computing paradigms -- symmetric multi-processor (SMC), graphical processing units (GPUs), and cluster computing -- can together be brought to bare on…