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Probabilistic inference via sum-product algorithms on binary pairwise Gibbs random fields with applications to multiple fault diagnosis

Le, TungUniversity of Illinois at Urbana-Champaign2011

… (SPAs) to the underlying graphs for solving the marginal problem on BPW-GRFs. These algorithms operate on the BPW-GRF graph by propagating messages along the edges and by using them to update the beliefs at each node of the graph; these beliefs then serve as suboptimal solutions to the marginal …

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