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LYRICS: A General Interface Layer to Integrate Logic Inference and Deep Learning.

, , , and . ECML/PKDD (2), volume 11907 of Lecture Notes in Computer Science, page 283-298. Springer, (2019)

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Learning Representations for Sub-Symbolic Reasoning., , , and . CoRR, (2021)Neural probabilistic logic programming in discrete-continuous domains., , , , , and . UAI, volume 216 of Proceedings of Machine Learning Research, page 529-538. PMLR, (2023)DeepStochLog: Neural Stochastic Logic Programming., , , and . AAAI, page 10090-10100. AAAI Press, (2022)An Experimental Overview of Neural-Symbolic Systems., , and . ILP, volume 14363 of Lecture Notes in Computer Science, page 124-138. Springer, (2023)LYRICS: a General Interface Layer to Integrate AI and Deep Learning., , , and . CoRR, (2019)Safe Reinforcement Learning via Probabilistic Logic Shields., , , and . IJCAI, page 5739-5749. ijcai.org, (2023)Integrating Learning and Reasoning with Deep Logic Models., , , and . ECML/PKDD (2), volume 11907 of Lecture Notes in Computer Science, page 517-532. Springer, (2019)Quantified neural Markov logic networks., , and . Int. J. Approx. Reason., (2024)LYRICS: a General Interface Layer to Integrate Logic Inference and Deep Learning, , , and . (2019)VAEL: Bridging Variational Autoencoders and Probabilistic Logic Programming., , and . NeurIPS, (2022)