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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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Completeness Results for Lifted Variable Elimination., , , , and . AISTATS, volume 31 of JMLR Workshop and Conference Proceedings, page 572-580. JMLR.org, (2013)Learning Fair Naive Bayes Classifiers by Discovering and Eliminating Discrimination Patterns., , , and . CoRR, (2019)Inducing Probabilistic Relational Rules from Probabilistic Examples., , , , and . IJCAI, page 1835-1843. AAAI Press, (2015)Tractable Learning for Structured Probability Spaces: A Case Study in Learning Preference Distributions., , and . IJCAI, page 2861-2868. AAAI Press, (2015)First-Order Model Counting in a Nutshell.. IJCAI, page 4086-4089. IJCAI/AAAI Press, (2016)Lifted Generative Learning of Markov Logic Networks, , , and . Machine Learning, (2015)(to appear).Inference and learning in probabilistic logic programs using weighted Boolean formulas, , , , , , , and . TPLP, 15 (3): 358--401 (2015)Completeness Results for Lifted Variable Elimination, , , , and . Proceedings of the Sixteenth International Conference on Artificial Intelligence and Statistics (AISTATS), page 572--580. (2013)SE4ML - Software Engineering for AI-ML-based Systems (Dagstuhl Seminar 20091)., , , and . Dagstuhl Reports, 10 (2): 76-87 (2020)Reports of the AAAI 2014 Conference Workshops., , , , , , , , , and 24 other author(s). AI Mag., 36 (1): 87-98 (2015)