Record link: 
http://hdl.handle.net/20.500.12708/214606
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Title: 
Moment-based Density Elicitation with Applications in Probabilistic Loops
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Citation: 
Kofnov, A., Bartocci, E., & Bura, E. (2025). Moment-based Density Elicitation with Applications in Probabilistic Loops. ACM Transactions on Probabilistic Machine Learning. https://doi.org/10.1145/3728648
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Publisher DOI: 
10.1145/3728648
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Publication Type: 
Article - Original Research Article
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Language: 
English
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Authors: 
Kofnov, Andrey 
Bartocci, Ezio 
Bura, Efstathia 
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Organisational Unit: 
E191-01 - Forschungsbereich Cyber-Physical Systems 
E105-08 - Forschungsbereich Angewandte Statistik 
E056-10 - Fachbereich SecInt-Secure and Intelligent Human-Centric Digital Technologies 
E056-17 - Fachbereich Trustworthy Autonomous Cyber-Physical Systems 
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Journal: 
ACM Transactions on Probabilistic Machine Learning 
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Date (published): 
Apr-2025
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Number of Pages: 
37
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Publisher: 
Association for Computing Machinery
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Peer reviewed: 
Yes
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Keywords: 
Probabilistic Programming; Distribution Estimation; Probabilistic Loop Analysis
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Project title: 
Distribution Recovery for Invariant Generation of Probabilistic Programs: ICT19-018 (WWTF Wiener Wissenschafts-, Forschu und Technologiefonds) 
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Research Areas: 
Computer Engineering and Software-Intensive Systems: 100%
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Science Branch: 
1020 - Informatik: 50%
1010 - Mathematik: 50%
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