Exploiting Causal Independence in Markov Logic Networks: Combining Undirected and Directed Models

Sriraam Natarajan, Tushar Khot, Daniel Lowd, Prasad Tadepalli, Kristian Kersting, Jude W. Shavlik. Exploiting Causal Independence in Markov Logic Networks: Combining Undirected and Directed Models. In Statistical Relational Artificial Intelligence, Papers from the 2010 AAAI Workshop, Atlanta, Georgia, USA, July 12, 2010. Volume WS-10-06 of AAAI Workshops, AAAI, 2010. [doi]

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