State-Space Inference and Learning with Gaussian Processes

Ryan D. Turner, Marc Peter Deisenroth, Carl Edward Rasmussen

Abstract: State-space inference and learning with Gaussian processes (GPs) is an unsolved problem. We propose a new, general methodology for inference and learning in nonlinear state-space models that are de...