Implementing and Evaluating sparsification methods in probabilistic networks

Most queries on probabilistic networks assume a possible world semantic, which causes an exponential increase in execution time. Deterministic networks can apply sparsification methods to reduce their sizes while preserving some structural properties, but there have not been any equivalent methods f...

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Bibliographic Details
Main Author: Dahlin, Oskar
Format: Others
Language:English
Published: Uppsala universitet, Institutionen för informationsteknologi 2020
Subjects:
Online Access:http://urn.kb.se/resolve?urn=urn:nbn:se:uu:diva-428591