Bayesian Mosaic: Parallelizable Composite Posterior

Ye Wang, David Dunson

This paper proposes Bayesian mosaic, a parallelizable composite posterior, for scalable Bayesian inference on a broad class of multivariate discrete data models. Sampling is embarr…