On Mixing of Markov Chains: Coupling, Spectral Independence, and Entropy Factorization

Antonio Blanca, Pietro Caputo, Zongchen Chen +3

For general spin systems, we prove that a contractive coupling for any local Markov chain implies optimal bounds on the mixing time and the modified log-Sobolev constant for a larg…