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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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Conditioning Methods for Exact and Approximate Inference in Causal Networks. CoRR, (2013)Objection-Based Causal Networks. CoRR, (2013)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)Width-Based Restart Policies for Clause-Learning Satisfiability Solvers., and . SAT, volume 5584 of Lecture Notes in Computer Science, page 341-355. Springer, (2009)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)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)Data Compression for Learning MRF Parameters., and . IJCAI, page 3784-3790. AAAI Press, (2015)Tractable Learning for Structured Probability Spaces: A Case Study in Learning Preference Distributions., , and . IJCAI, page 2861-2868. AAAI Press, (2015)Utilizing Device Behavior in Structure-Based Diagnosis.. IJCAI, page 1096-1101. Morgan Kaufmann, (1999)A Structure-Based Variable Ordering Heuristic for SAT., and . IJCAI, page 1167-1172. Morgan Kaufmann, (2003)