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Lifted Relax, Compensate and then Recover: From Approximate to Exact Lifted Probabilistic Inference.

, , and . UAI, page 131-141. AUAI Press, (2012)

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Probability Distributions over Structured Spaces., , and . AAAI Spring Symposia, AAAI Press, (2015)Using Recursive Decomposition to Construct Elimination Orders, Jointrees, and Dtrees., and . ECSQARU, volume 2143 of Lecture Notes in Computer Science, page 180-191. Springer, (2001)Clone: Solving Weighted Max-SAT in a Reduced Search Space., and . Australian Conference on Artificial Intelligence, volume 4830 of Lecture Notes in Computer Science, page 223-233. Springer, (2007)Width-Based Restart Policies for Clause-Learning Satisfiability Solvers., and . SAT, volume 5584 of Lecture Notes in Computer Science, page 341-355. Springer, (2009)Enumerating Equivalence Classes of Bayesian Networks using EC Graphs., , and . AISTATS, volume 51 of JMLR Workshop and Conference Proceedings, page 591-599. JMLR.org, (2016)Complexity Results and Approximation Strategies for MAP Explanations., and . J. Artif. Intell. Res., (2004)Recent Trends in Knowledge Compilation (Dagstuhl Seminar 17381)., , , and . Dagstuhl Reports, 7 (9): 62-85 (2017)Conditioning Methods for Exact and Approximate Inference in Causal Networks. CoRR, (2013)A Differential Approach to Inference in Bayesian Networks. CoRR, (2013)Objection-Based Causal Networks. CoRR, (2013)