From Coupling to Spectral Independence and Blackbox Comparison with the Down-Up Walk

Kuikui Liu

We show that the existence of a "good"' coupling w.r.t. Hamming distance for any local Markov chain on a discrete product space implies rapid mixing of the Glauber dynamics in a bl…