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    JMLR
    2010
    118views more  JMLR 2010»
    Exploiting Within-Clique Factorizations in Junction-Tree Algorithms
    13 years 5 months ago
    Exploiting Within-Clique Factorizations in Junction-Tree Algorithms
    Download  www.cs.caltech.edu
    It is probably fair to say that exact inference in graphical models is considered a solved problem, at least regarding its computational complexity: it is exponential in the treew...
    Julian John McAuley, Tibério S. Caetano
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    IJUFKS
    2000
    111views more  IJUFKS 2000»
    A Factorized Representation of Independence of Causal Influence and Lazy Propagation
    13 years 10 months ago
    A Factorized Representation of Independence of Causal Influence and Lazy Propagation
    Download  www.aaai.org
    Theefficiency of algorithmsfor probabilistic inference in Bayesian networks can be improvedby exploiting independenceof causal influence. Thefactorized representation of independe...
    Anders L. Madsen, Bruce D'Ambrosio
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