Spectral gap bounds for reversible hybrid Gibbs chains

Qian Qin, Nianqiao Ju, Guanyang Wang

Hybrid Gibbs samplers represent a prominent class of approximated Gibbs algorithms that utilize Markov chains to approximate conditional distributions, with the Metropolis-within-G…