A Bunched Logic for Conditional Independence

Independence and conditional independence are fundamental concepts for reasoning about groups of random variables in probabilistic programs. Verification methods for independence are still nascent, and existing methods cannot handle conditional independence. We extend the logic of bunched implicatio...

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Bibliographic Details

Published in:	Proceedings of the 36th Annual ACM/IEEE Symposium on Logic in Computer Science pp. 1 - 14
Main Authors:	Bao, Jialu, Docherty, Simon, Hsu, Justin, Silva, Alexandra
Format:	Conference Proceeding
Language:	English
Published:	IEEE 29.06.2021
Subjects:	Cognition Computational modeling Computer science Markov processes Probabilistic logic Random variables
Online Access:	Get full text
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