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The DLR Hierarchy of Approximate Inference
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Michal Rosen-Zvi Computer
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Michal Rosen-zvi
| Citations: | 8 - 1 self |
BibTeX
@MISC{Computer_thedlr,
author = {Michal Rosen-Zvi Computer and Michal Rosen-zvi},
title = {The DLR Hierarchy of Approximate Inference},
year = {}
}
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Abstract
We propose a hierarchy for approximate inference based on the Dobrushin, Lanford, Ruelle (DLR) equations. This hierarchy includes existing algorithms, such as belief propagation, and also motivates novel algorithms such as factorized neighbors (FN) algorithms and variants of mean field (MF) algorithms.
