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math.PR2021★ 1 cited
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…
math.PR2020
Entropy decay in the Swendsen-Wang dynamics on
Antonio Blanca, Pietro Caputo, Daniel Parisi +2
We study the mixing time of the Swendsen-Wang dynamics for the ferromagnetic Ising and Potts models on the integer lattice . This dynamics is a widely used Markov ch…
math.PR2018
Random-cluster dynamics in : rapid mixing with general boundary conditions
Antonio Blanca, Reza Gheissari, Eric Vigoda
The random-cluster model with parameters is a random graph model that generalizes bond percolation () and the Ising and Potts models (). We study its Glauber…