Mixtures of Gaussian Process Experts with SMC${}^2$

Teemu Härkönen, Sara Wade, Kody Law +1

Gaussian processes are a key component of many flexible statistical and machine learning models. However, they exhibit cubic computational complexity and high memory constraints du…