Deep Gaussian Markov Random Fields for Graph-Structured Dynamical Systems

Fiona Lippert, Bart Kranstauber, E. Emiel van Loon +1

Probabilistic inference in high-dimensional state-space models is computationally challenging. For many spatiotemporal systems, however, prior knowledge about the dependency struct…