David A. Moore

Parallel Chromatic MCMC with Spatial Partitioning.

2016 · National Conference on Artificial Intelligence

We introduce a novel approach for parallelizing MCMC inference in models with spatially determined conditional independence relationships, for which existing techniques exploiting graphical model structure are not applicable. Our approach is motivated by a model …