Large-Scale Gaussian Processes via Alternating Projection

Kaiwen Wu, Jonathan Wenger, Haydn Jones +2

Training and inference in Gaussian processes (GPs) require solving linear systems with $n\times n$ kernel matrices. To address the prohibitive $\mathcal{O}(n^3)$ time complexity, r…