Sparse Kernel Gaussian Processes through Iterative Charted Refinement (ICR)

Gordian Edenhofer, Reimar H. Leike, Philipp Frank +1

Gaussian Processes (GPs) are highly expressive, probabilistic models. A major limitation is their computational complexity. Naively, exact GP inference requires $\mathcal{O}(N^3)$…