Gauges, Loops, and Polynomials for Partition Functions of Graphical Models

no code implementations • 12 Nov 2018 • Michael Chertkov, Vladimir Chernyak, Yury Maximov

We show that the Gauge Function has a natural polynomial representation in terms of gauges/variables associated with edges of the multi-graph.