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Understanding Belief Propagation and its Generalizations Jonathan S. Yedidia, William T. Freeman, and Yair Weiss TR-2001-22 January 2002 ... in statistical physics, computer vision, error-correcting coding theory, and AI. We explain the principles behind the belief propagation (BP) algorithm, which is an efficient way to solve inference ...
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