Local computation in credal networks

Fabio Gagliardi Cozman, Cassio P. de Campos

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Abstract

The goal of this contribution is to discuss local computation in credal networks — graphical models that can represent imprecise and indeterminate probability values. We analyze the inference problem in credal networks, discuss how inference algorithms can benefit from local computation, and suggest that local computation can be particularly important in approximate inference algorithms.
Original languageEnglish
Title of host publicationProceedings of the Workshop on Local Computation for Logics and Uncertainty
PublisherECAI
Pages5-11
Number of pages7
Publication statusPublished - 2004
Externally publishedYes

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