pith. sign in

arxiv: 1602.05414 · v1 · pith:ILFWJ5Y5new · submitted 2016-02-17 · 🧮 math.PR

Ricci curvature bounds for weakly interacting Markov chains

classification 🧮 math.PR
keywords boundscurvatureclassinteractingmethodmodelsriccisystems
0
0 comments X
read the original abstract

We establish a general perturbative method to prove entropic Ricci curvature bounds for interacting stochastic particle systems. We apply this method to obtain curvature bounds in several examples, namely: Glauber dynamics for a class of spin systems including the Ising and Curie--Weiss models, a class of hard-core models and random walks on groups induced by a conjugacy invariant set of generators.

This paper has not been read by Pith yet.

discussion (0)

Sign in with ORCID, Apple, or X to comment. Anyone can read and Pith papers without signing in.