Adaptive Resolution for Finite-Rank Gaussian Processes

Jaehoan Kim, Anirban Bhattacharya, Debdeep Pati

Finite-rank approximations are widely used to scale Gaussian process (GP) regression, but their posterior behavior can differ from that of the corresponding parent GP prior. We stu…