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binary matrix sampling 1combinatorial algorithms 1fixed-margin models 1markov chain mixing 1spectral gap 1

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math.ST2025

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…