GPU-Resident Gaussian Process Regression Leveraging Asynchronous Tasks with HPX

Henrik Möllmann, Dirk Pflüger, Alexander Strack

Gaussian processes (GPs) are a widely used regression tool, but the cubic complexity of exact solvers limits their scalability. To address this challenge, we extend the GPRat libra…