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Poset belief propagation-experimental results

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.

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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.

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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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Caltech Lee Center for Advanced NetworkingUNSPECIFIED
Record Number:CaltechAUTHORS:20190205-155742864
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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
Deposited By: George Porter
Deposited On:06 Feb 2019 00:08
Last Modified:16 Nov 2021 03:52

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