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    PKDD
    2010
    Springer
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    Exploiting Causal Independence in Markov Logic Networks: Combining Undirected and Directed Models
    13 years 11 months ago
    Exploiting Causal Independence in Markov Logic Networks: Combining Undirected and Directed Models
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    Abstract. A new method is proposed for compiling causal independencies into Markov logic networks (MLNs). An MLN can be viewed as compactly representing a factorization of a joint ...
    Sriraam Natarajan, Tushar Khot, Daniel Lowd, Prasa...
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