Entropic Matching for Expectation Propagation of Markov Jump Processes

Yannick Eich, Bastian Alt, Heinz Koeppl

We propose a novel, tractable latent state inference scheme for Markov jump processes, for which exact inference is often intractable. Our approach is based on an entropic matching…