Universality of Spectral Independence with Applications to Fast Mixing in Spin Glasses

Nima Anari, Vishesh Jain, Frederic Koehler +2

We study Glauber dynamics for sampling from discrete distributions $\mu$ on the hypercube $\{\pm 1{\}}^n$. Recently, techniques based on spectral independence have successfully yielded…