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A Survey of First-Order Probabilistic Models.

, , and . Innovations in Bayesian Networks, volume 156 of Studies in Computational Intelligence, Springer, (2008)

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Lifted First-Order Probabilistic Inference., , and . IJCAI, page 1319-1325. Professional Book Center, (2005)Lifted Arbitrary Constraint Solving for Lifted Probabilistic Inference., , , and . StarAI@UAI, (2012)MPE and Partial Inversion in Lifted Probabilistic Variable Elimination., , and . AAAI, page 1123-1130. AAAI Press, (2006)Exact Lifted Inference with Distinct Soft Evidence on Every Object., , and . AAAI, page 1875-1881. AAAI Press, (2012)An Inference Model for Semantic Entailment in Natural Language., , , , and . AAAI, page 1043-1049. AAAI Press / The MIT Press, (2005)A Survey of First-Order Probabilistic Models., , and . Innovations in Bayesian Networks, volume 156 of Studies in Computational Intelligence, Springer, (2008)Lifted First-Order Probabilistic Inference. University of Illinois Urbana-Champaign, USA, (2007)Lifted First-Order Probabilistic Inference, , and . Introduction to Statistical Relational Learning, M.I.T. Press, (2007)Gibbs Sampling in Open-Universe Stochastic Languages., , , and . UAI, page 30-39. AUAI Press, (2010)Initial Empirical Evaluation of Anytime Lifted Belief Propagation., , , and . StarAI@UAI, (2012)