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    Cumulative distribution networks and the derivative-sum-product algorithm
    14 years 28 days ago
    Cumulative distribution networks and the derivative-sum-product algorithm
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    We introduce a new type of graphical model called a `cumulative distribution network' (CDN), which expresses a joint cumulative distribution as a product of local functions. ...
    Jim C. Huang, Brendan J. Frey
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