Gaussian Ensemble Belief Propagation for Efficient Inference in High-Dimensional Systems

Dan MacKinlay, Russell Tsuchida, Dan Pagendam +1

Efficient inference in high-dimensional models is a central challenge in machine learning. We introduce the Gaussian Ensemble Belief Propagation (GEnBP) algorithm, which combines t…