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Probabilistic Program Abstractions.

, , и . UAI, AUAI Press, (2017)

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Denise van den Nouland

Jörg van den Hoff

Hendrik ˜van denœ Bussche

Johannes van den Boom

Jörg van den Hoff

 

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SE4ML - Software Engineering for AI-ML-based Systems (Dagstuhl Seminar 20091)., , , и . Dagstuhl Reports, 10 (2): 76-87 (2020)Probability Distributions over Structured Spaces., , и . AAAI Spring Symposia, AAAI Press, (2015)On the Challenges and Opportunities in Generative AI., , , , , , , , , и 15 other автор(ы). CoRR, (2024)First-Order Model Counting in a Nutshell.. IJCAI, стр. 4086-4089. IJCAI/AAAI Press, (2016)Inducing Probabilistic Relational Rules from Probabilistic Examples., , , , и . IJCAI, стр. 1835-1843. AAAI Press, (2015)Tractable Learning for Structured Probability Spaces: A Case Study in Learning Preference Distributions., , и . IJCAI, стр. 2861-2868. AAAI Press, (2015)Completeness Results for Lifted Variable Elimination., , , , и . AISTATS, том 31 из JMLR Workshop and Conference Proceedings, стр. 572-580. JMLR.org, (2013)From Probabilistic Circuits to Probabilistic Programs and Back.. ICAART (1), стр. 9. SCITEPRESS, (2021)On the Complexity and Approximation of Binary Evidence in Lifted Inference.. StarAI@AAAI, том WS-13-16 из AAAI Technical Report, AAAI, (2013)Out-of-Distribution Generalization by Neural-Symbolic Joint Training., , , и . AAAI, стр. 12252-12259. AAAI Press, (2023)