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Loopy belief propagation for approximate inference: An empirical study. In:

by Kevin P Murphy , Yair Weiss , Michael I Jordan - Proceedings of Uncertainty in AI, , 1999
"... Abstract Recently, researchers have demonstrated that "loopy belief propagation" -the use of Pearl's polytree algorithm in a Bayesian network with loops -can perform well in the context of error-correcting codes. The most dramatic instance of this is the near Shannon-limit performanc ..."
Abstract - Cited by 676 (15 self) - Add to MetaCart
-limit performance of "Turbo Codes" -codes whose decoding algorithm is equivalent to loopy belief propagation in a chain-structured Bayesian network. In this paper we ask: is there something spe cial about the error-correcting code context, or does loopy propagation work as an ap proximate inference scheme

Preliminary

by K. Sinkko, Kari Sinkko, Examiners Dr. Jutta Geldermann , 2004
"... The conclusions presented in the STUK report series are those of the authors and do not necessarily represent the offi cial position of STUK. ISBN 951-712-909-2 (print) ..."
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The conclusions presented in the STUK report series are those of the authors and do not necessarily represent the offi cial position of STUK. ISBN 951-712-909-2 (print)

Reveals about Factors that Infl uence the Sense of Presence

by Christine Youngblut, Christine Youngblut , 2006
"... Approved for public release; distribution is unlimited. This work was conducted under contract DASW01-04-C-0003, Task DA-2-2121, for DARPA. The publication of this IDA document of does not indicate endorsement by the Department of Defense, nor should the contents be construed as refl ecting the offi ..."
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the offi cial position of that Agency.

Purpose of the Stra...

by unknown authors
"... The material in this publication was compiled with the input, support and assistance from staff across WHO’s Cluster for Noncommunicable Diseases and Mental Health. The material in this publication does not represent an offi cial position of the World Health Organization. It is a tool to explore the ..."
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The material in this publication was compiled with the input, support and assistance from staff across WHO’s Cluster for Noncommunicable Diseases and Mental Health. The material in this publication does not represent an offi cial position of the World Health Organization. It is a tool to explore

Associate Executive DirectorRegional Governance Districts ACKNOWLEDGEMENT

by Executive Director, Lynnisse Roehrich-patrick , 2010
"... mission and objectives of the Commission. These reports are intended to share information and research findings relevant to important public policy issues in an attempt to promote wider understanding. Only reports clearly labeled as “Commission Reports ” represent the offi cial position of the Commi ..."
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mission and objectives of the Commission. These reports are intended to share information and research findings relevant to important public policy issues in an attempt to promote wider understanding. Only reports clearly labeled as “Commission Reports ” represent the offi cial position

Web Development & Publications Manager

by Reem Abdelrazek M. P. A, Teresa Gibson, Harry A. Green, Ph. D
"... promote the mission and objectives of the Commission. These reports are intended to share information and research fi ndings relevant to important public policy issues in an attempt to promote wider understanding. Only reports clearly labeled as “Commission Reports ” represent the offi cial position ..."
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promote the mission and objectives of the Commission. These reports are intended to share information and research fi ndings relevant to important public policy issues in an attempt to promote wider understanding. Only reports clearly labeled as “Commission Reports ” represent the offi cial

TACIR Publication Policy Staff Information Reports, Staff Briefs, Staff Technical Reports and Staff Working Papers and TACIR Fast Facts are issued to promote the

by A Nine-state Study, Mary R. English, Ph. D, Roy Arthur , 2010
"... mission and objectives of the Commission. These reports are intended to share information and research findings relevant to important public policy issues in an attempt to promote wider understanding. Only reports clearly labeled as “Commission Reports ” represent the offi cial position of the Commi ..."
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mission and objectives of the Commission. These reports are intended to share information and research findings relevant to important public policy issues in an attempt to promote wider understanding. Only reports clearly labeled as “Commission Reports ” represent the offi cial position

The Brookings Institution 1TRADE ADJUSTMENT IN THE WTO SYSTEM: ARE MORE SAFEGUARDS THE ANSWER?

by Chad P. Bown, Rachel Mcculloch, Chad P. Bown, Rachel Mcculloch , 2007
"... Th e views expressed in this working paper do not necessarily refl ect the offi cial position of Brookings, its board or the advisory council members. © Th e Brookings Institution ISBN: 978-0-9790376-6-5 ..."
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Th e views expressed in this working paper do not necessarily refl ect the offi cial position of Brookings, its board or the advisory council members. © Th e Brookings Institution ISBN: 978-0-9790376-6-5

Denpensar, Bali, Indonesia

by Satu Limaye, Caroline Ziemke, Kongdan Oh Hassig, Satu Limaye, Caroline Ziemke , 2005
"... Approved for public release; distribution unlimited. This work was conducted under contracts DASW01 04 C 0003/ W74V8H 05 C 0042, Task BJ-8-2664, for the Offi ce of the Under Secretary of Defense for Intelligence. The publication of this IDA document does not indicate endorsement by the Department of ..."
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of Defense, nor should the contents be construed as refl ecting the offi cial position of that Agency.

Vision and Getting From Here To There

by J. D. Fletcher, J. D. Fletcher , 2005
"... Approved for public release; distribution unlimited. This work was conducted under contracts DASW01 04 C 0003/ W74V8H 05 C 0042, Task BE-2-1624 for the OUSD (P&R) (Readiness and Training). The publication of the IDA document does not indicate endorsement by the Department of Defense, nor shou ..."
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should the contents be construed as refl ecting the offi cial position of that Agency.
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