Mixing Time Bounds for the Gibbs Sampler under Isoperimetry

Alexander Goyal, George Deligiannidis, Nikolas Kantas

We establish bounds on the conductance for the systematic-scan and random-scan Gibbs samplers when the target distribution satisfies a Poincaré or log-Sobolev inequality and posses…