Harel, Jonathan and McEliece, Robert J. and Palanki, Ravi (2003) Poset belief propagation-experimental results. In: IEEE International Symposium on Information Theory, 2003. Proceedings. IEEE , Piscataway, NJ, p. 177. ISBN 0780377281. https://resolver.caltech.edu/CaltechAUTHORS:20190205-155742864
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Abstract
Poset belief propagation, or PBP, is a flexible generalization of ordinary belief propagation which can be used to (approximately) solve many probabilistic inference problems. In this paper, we summarize some experimental results comparing the performance of PBP to conventional BP techniques.
| Item Type: | Book Section | ||||||||||
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| Additional Information: | © 2003 IEEE. This research was supported by NSF grant no. CCR-0118670, and grants from Sony, Qualcomm, and Caltech's Lee Center for Advanced Networking. | ||||||||||
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| DOI: | 10.1109/isit.2003.1228191 | ||||||||||
| Record Number: | CaltechAUTHORS:20190205-155742864 | ||||||||||
| Persistent URL: | https://resolver.caltech.edu/CaltechAUTHORS:20190205-155742864 | ||||||||||
| Official Citation: | J. H. Harel, J. McEliece and R. Palanki, "Poset belief propagation-experimental results," IEEE International Symposium on Information Theory, 2003. Proceedings., Yokohama, Japan, 2003, pp. 177-. doi: 10.1109/ISIT.2003.1228191 | ||||||||||
| Usage Policy: | No commercial reproduction, distribution, display or performance rights in this work are provided. | ||||||||||
| ID Code: | 92699 | ||||||||||
| Collection: | CaltechAUTHORS | ||||||||||
| Deposited By: | George Porter | ||||||||||
| Deposited On: | 06 Feb 2019 00:08 | ||||||||||
| Last Modified: | 16 Nov 2021 03:52 |
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