Structured Variational Inference in Unstable Gaussian Process State Space Models

Silvan Melchior, Sebastian Curi, Felix Berkenkamp +1

We propose a new variational inference algorithm for learning in Gaussian Process State-Space Models (GPSSMs). Our algorithm enables learning of unstable and partially observable s…