GraphGP: Scalable Gaussian Processes with Vecchia's Approximation

Benjamin Dodge, Philipp Frank, Susan E. Clark

Gaussian processes are a powerful tool for modeling continuous fields, but their naive $\mathcal{O}(N^3)$ computational cost and $\mathcal{O}(N^2)$ memory requirement often limit t…