SAME but Different: Fast and High-Quality Gibbs Parameter Estimation

Huasha Zhao, Biye Jiang, John Canny

Gibbs sampling is a workhorse for Bayesian inference but has several limitations when used for parameter estimation, and is often much slower than non-sampling inference methods. S…