Parallel Chromatic MCMC with Spatial Partitioning

2 Dec 2016Jun SongDavid A. Moore

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 of seismic events and signals, where events detected in distant regions are approximately independent given those in intermediate regions... (read more)

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