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Just Count the Satisfied Groundings: Scalable Local-Search and Sampling Based Inference in MLNs.

, , и . AAAI, стр. 3606-3612. AAAI Press, (2015)

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Vibhav Chaturvedi

Vibhav Vineet

 

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Approximate Solution Sampling (and Counting) on AND/OR Spaces., и . CP, том 5202 из Lecture Notes in Computer Science, стр. 534-538. Springer, (2008)Modeling Transportation Routines using Hybrid Dynamic Mixed Networks., , , , и . UAI, стр. 217-224. AUAI Press, (2005)Knowledge Intensive Learning of Cutset Networks., , и . UAI, том 216 из Proceedings of Machine Learning Research, стр. 1380-1389. PMLR, (2023)Robust learning of tractable probabilistic models., , и . UAI, том 180 из Proceedings of Machine Learning Research, стр. 1572-1581. PMLR, (2022)Scalable Training of Markov Logic Networks Using Approximate Counting., , , , и . AAAI, стр. 1067-1073. AAAI Press, (2016)Studies in Solution Sampling., и . AAAI, стр. 271-276. AAAI Press, (2008)Advances in Lifted Importance Sampling., , и . AAAI, стр. 1910-1916. AAAI Press, (2012)SampleSearch: Importance sampling in presence of determinism., и . Artif. Intell., 175 (2): 694-729 (2011)Deep Dependency Networks for Multi-Label Classification., , и . CoRR, (2023)Grasping Trajectory Optimization with Point Clouds., , , , и . CoRR, (2024)