
A novel belief propagation algorithm is derived for the solution of probabilistic models on networks containing short loops.
Social and Information Networks (cs.SI), FOS: Computer and information sciences, Computer Science - Machine Learning, Statistical Mechanics (cond-mat.stat-mech), FOS: Physical sciences, Computer Science - Social and Information Networks, Condensed Matter - Statistical Mechanics, Research Articles, Machine Learning (cs.LG)
Social and Information Networks (cs.SI), FOS: Computer and information sciences, Computer Science - Machine Learning, Statistical Mechanics (cond-mat.stat-mech), FOS: Physical sciences, Computer Science - Social and Information Networks, Condensed Matter - Statistical Mechanics, Research Articles, Machine Learning (cs.LG)
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