Curved Markov Chain Monte Carlo for Network Learning

John Sigbeku, Emil Saucan, Anthea Monod

We present a geometrically enhanced Markov chain Monte Carlo sampler for networks based on a discrete curvature measure defined on graphs. Specifically, we incorporate the concept…