Extended and Unscented Kitchen Sinks

Edwin V. Bonilla, Daniel M. Steinberg, Alistair Reid

Abstract: We propose a scalable multiple-output generalization of unscented and extended Gaussian processes. These algorithms have been designed to handle general likelihood models by linearizing them using ...