Spectral gap of Metropolis-within-Gibbs under log-concavity

Cecilia Secchi, Giacomo Zanella

The Metropolis-within-Gibbs (MwG) algorithm is a widely used Markov chain Monte Carlo method for sampling from high-dimensional distributions when exact conditional sampling is int…