Quantified neural Markov logic networks

Markov Logic Networks (MLNs) are discrete generative models in the exponential family. However, specifying these rules requires considerable expertise and can pose a significant challenge. To overcome this limitation, Neural MLNs (NMLNs) have been introduced, enabling the specification of potential...

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Bibliographic Details

Published in:	International journal of approximate reasoning Vol. 171; p. 109172
Main Authors:	Jung, Peter, Marra, Giuseppe, Kuželka, Ondřej
Format:	Journal Article
Language:	English
Published:	Elsevier Inc 01.08.2024
Subjects:	Markov logic networks Statistical relational learning Statistical relational learning Markov logic networks
ISSN:	0888-613X, 1873-4731
Online Access:	Get full text
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