Radial Neighbors for Provably Accurate Scalable Approximations of Gaussian Processes

Yichen Zhu, Michele Peruzzi, Cheng Li +1

In geostatistical problems with massive sample size, Gaussian processes can be approximated using sparse directed acyclic graphs to achieve scalable $O(n)$ computational complexity…