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Extending ProbLog with Continuous Distributions

, , and . Proceedings of the 20th International Conference on Inductive Logic Programming (ILP--10), Firenze, Italy, (2010)(Accepted).

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The AI&M Procedure for Learning from Incomplete Data.. CoRR, (2012)Extending ProbLog with Continuous Distributions, , and . Proceedings of the 20th International Conference on Inductive Logic Programming (ILP--10), Firenze, Italy, (2010)(Accepted).Liftability of Probabilistic Inference: Upper and Lower Bounds., and . StarAI@UAI, (2012)Teaching Stratego to Play Ball: Optimal Synthesis for Continuous Space MDPs., , , , , and . ATVA, volume 11781 of Lecture Notes in Computer Science, page 81-97. Springer, (2019)The AIM and EM Algorithms for Learning from Coarse Data.. J. Mach. Learn. Res., (2022)Meta-Path Learning for Multi-relational Graph Neural Networks., , , and . CoRR, (2023)Learning Aggregation Functions., , , , and . IJCAI, page 2892-2898. ijcai.org, (2021)From Statistical Model Checking to Run-Time Monitoring Using a Bayesian Network Approach., , and . RV, volume 12399 of Lecture Notes in Computer Science, page 517-535. Springer, (2020)Joint Link Prediction Via Inference from a Model., , , , and . CIKM, page 1877-1886. ACM, (2023)A Complete Characterization of Projectivity for Statistical Relational Models., and . IJCAI, page 4283-4290. ijcai.org, (2020)Scheduled for July 2020, Yokohama, Japan, postponed due to the Corona pandemic..