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Introduction to the special issue on probability, logic and learning.

, , , and . Theory Pract. Log. Program., 15 (2): 145-146 (2015)

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Finding Minimal Cost Herbrand Models with Branch-Cut-and-Price.. CoRR, (2018)Bayesian network learning by compiling to weighted MAX-SAT. CoRR, (2012)First-order integer programming for MAP problems.. CoRR, (2015)Statistical Aspects of Stochastic Logic Programs.. AISTATS, Society for Artificial Intelligence and Statistics, (2001)Approximate Bayesian Computation for the Parameters of PRISM Programs.. ILP, volume 6489 of Lecture Notes in Computer Science, page 38-46. Springer, (2010)Probabilistic logic programming (PLP) 2016., and . Int. J. Approx. Reason., (2018)A Score-and-Search Approach to Learning Bayesian Networks with Noisy-OR Relations., , , and . PGM, volume 138 of Proceedings of Machine Learning Research, page 413-424. PMLR, (2020)The Chordal Graph Polytope for Learning Decomposable Models., and . Probabilistic Graphical Models, volume 52 of JMLR Workshop and Conference Proceedings, page 499-510. JMLR.org, (2016)Incorporating Linguistics Constraints into Inductive Logic Programming., and . CoNLL/LLL, page 184-193. ACL, (2000)Using inductive logic programming for natural language processing, , , and . Proceedings of in ECML, page 25-34. Springer-Verlag, (1997)