Published June 1997
| public
Book Section - Chapter
Belief Propagation in Loopy Bayesian Networks: Experimental Results
- Creators
- Horn, Gavin B.
- McEliece, Robert J.
Chicago
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Abstract
We investigate the hypothesis that belief propagation "converges with high probability to the correct decision" on a broad class of loopy belief networks. Experimental results of belief propagation on bipartite graphs, which are the belief networks for turbo codes, are presented.
Additional Information
© 1997 IEEE. Date of Current Version: 06 August 2002. This work was partially supported by an NSERC Scholarship. This work was partially supported by NSF grant no. NCR-9505975, and a grant from Pacific Bell. Part of McEliece's work was performed at Caltech's JPL, under contract to NASA.Additional details
- Eprint ID
- 28877
- DOI
- 10.1109/ISIT.1997.613147
- Resolver ID
- CaltechAUTHORS:20120120-073411865
- NSF
- NCR-9505975
- Pacific Bell
- NASA/JPL/Caltech
- NSERC Scholarship
- Created
-
2012-01-20Created from EPrint's datestamp field
- Updated
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2021-11-09Created from EPrint's last_modified field
- Other Numbering System Name
- INSPEC Accession Number
- Other Numbering System Identifier
- 5842007