Scalable Gaussian Process Inference with Stan

Till Hoffmann, Jukka-Pekka Onnela

Gaussian processes (GPs) are sophisticated distributions to model functional data. Whilst theoretically appealing, they are computationally cumbersome except for small datasets. We…