Clustering the Nearest Neighbor Gaussian Process

Ashlynn Crisp, Daniel Taylor-Rodriguez, Andrew O. Finley

Gaussian processes are ubiquitous as the primary tool for modeling spatial data. However, the Gaussian process is limited by its $\mathcal{O}(n^3)$ cost, making direct parameter fi…