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• W1894718474 abstract "We analyze a family of probability distributions that are characterized by an embedded combinatorial structure. This family includes models having arbitrary treewidth and arbitrary sized factors. Unlike general models with such freedom, where the most probable explanation (MPE) problem is inapproximable, the combinatorial structure within our model, in particular the indirect use of sub-modularity, leads to several MPE algorithms that all have approximation guarantees." @default.
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• W1894718474 date "2011-06-28" @default.
• W1894718474 modified "2023-10-01" @default.
• W1894718474 title "Approximation Bounds for Inference using Cooperative Cuts" @default.
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