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Cumulative Distribution Networks and the Derivative-sum-product Algorithm: Models and Inference for Cumulative Distribution Functions on Graphs

Jim C. Huang, Brendan J. Frey. Cumulative Distribution Networks and the Derivative-sum-product Algorithm: Models and Inference for Cumulative Distribution Functions on Graphs. Journal of Machine Learning Research, 12:301-348, 2011. [doi]

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