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    ECAI
    2010
    Springer
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    The Necessity of Bounded Treewidth for Efficient Inference in Bayesian Networks
    13 years 4 months ago
    The Necessity of Bounded Treewidth for Efficient Inference in Bayesian Networks
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    Abstract. Algorithms for probabilistic inference in Bayesian networks are known to have running times that are worst-case exponential in the size of the network. For networks with ...
    Johan Kwisthout, Hans L. Bodlaender, Linda C. van ...
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