Improving Gibbs Sampler Scan Quality with DoGS

Ioannis Mitliagkas, Lester Mackey

The pairwise influence matrix of Dobrushin has long been used as an analytical tool to bound the rate of convergence of Gibbs sampling. In this work, we use Dobrushin influence as…