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Propagation of 2-Monotone Lower Probabilities on an Undirected Graph
Published 13 Feb 2013 in cs.AI | (1302.3569v1)
Abstract: Lower and upper probabilities, also known as Choquet capacities, are widely used as a convenient representation for sets of probability distributions. This paper presents a graphical decomposition and exact propagation algorithm for computing marginal posteriors of 2-monotone lower probabilities (equivalently, 2-alternating upper probabilities).
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