Implementation and Analysis of GPU Algorithms for Vecchia Approximation

Zachary James, Joseph Guinness

Gaussian Processes have become an indispensable part of the spatial statistician's toolbox but are unsuitable for analyzing large dataset because of the significant time and memory…