Belief propagation (English Wikipedia)

Analysis of information sources in references of the Wikipedia article "Belief propagation" in English language version.

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14doi.org

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10semanticscholar.org

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6harvard.edu

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4arxiv.org

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3nih.gov

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3worldcat.org

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3huji.ac.il

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3web.archive.org

1^st place

2merl.com

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2psu.edu

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1aaai.org

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1ijcai.org

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1mit.edu

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1binghamton.edu

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aaai.org

Pearl, Judea (1982). "Reverend Bayes on inference engines: A distributed hierarchical approach" (PDF). Proceedings of the Second National Conference on Artificial Intelligence. AAAI-82: Pittsburgh, PA. Menlo Park, California: AAAI Press. pp. 133–136. Retrieved 28 March 2009.

arxiv.org

Braunstein, A.; Mézard, M.; Zecchina, R. (2005). "Survey propagation: An algorithm for satisfiability". Random Structures & Algorithms. 27 (2): 201–226. arXiv:cs/0212002. doi:10.1002/rsa.20057. S2CID 6601396.
Mooij, J; Kappen, H (2007). "Sufficient Conditions for Convergence of the Sum–Product Algorithm". IEEE Transactions on Information Theory. 53 (12): 4422–4437. arXiv:cs/0504030. doi:10.1109/TIT.2007.909166. S2CID 57228.
Pelizzola, Alessandro (2005). "Cluster variation method in statistical physics and probabilistic graphical models". Journal of Physics A: Mathematical and General. 38 (33): R309–R339. arXiv:cond-mat/0508216. Bibcode:2005JPhA...38R.309P. doi:10.1088/0305-4470/38/33/R01. ISSN 0305-4470. S2CID 942.^{[permanent dead link]}
Liu, Ye-Hua; Poulin, David (22 May 2019). "Neural Belief-Propagation Decoders for Quantum Error-Correcting Codes". Physical Review Letters. 122 (20): 200501. arXiv:1811.07835. doi:10.1103/physrevlett.122.200501. ISSN 0031-9007. PMID 31172756. S2CID 53959182.

binghamton.edu

dde.binghamton.edu

Filler, Tomas (17 November 2009). "Simplification of the Belief propagation algorithm" (PDF).

doi.org

Braunstein, A.; Mézard, M.; Zecchina, R. (2005). "Survey propagation: An algorithm for satisfiability". Random Structures & Algorithms. 27 (2): 201–226. arXiv:cs/0212002. doi:10.1002/rsa.20057. S2CID 6601396.
Wainwright, M. J.; Jordan, M. I. (2007). "2.1 Probability Distributions on Graphs". Graphical Models, Exponential Families, and Variational Inference. Vol. 1. pp. 5–9. doi:10.1561/2200000001. {{cite book}}: |journal= ignored (help)
Weiss, Yair (2000). "Correctness of Local Probability Propagation in Graphical Models with Loops". Neural Computation. 12 (1): 1–41. doi:10.1162/089976600300015880. PMID 10636932. S2CID 15402308.
Mooij, J; Kappen, H (2007). "Sufficient Conditions for Convergence of the Sum–Product Algorithm". IEEE Transactions on Information Theory. 53 (12): 4422–4437. arXiv:cs/0504030. doi:10.1109/TIT.2007.909166. S2CID 57228.
Löliger, Hans-Andrea (2004). "An Introduction to Factor Graphs". IEEE Signal Processing Magazine. 21 (1): 28–41. Bibcode:2004ISPM...21...28L. doi:10.1109/msp.2004.1267047. S2CID 7722934.
Yedidia, J.S.; Freeman, W.T.; Weiss, Y.; Y. (July 2005). "Constructing free-energy approximations and generalized belief propagation algorithms". IEEE Transactions on Information Theory. 51 (7): 2282–2312. CiteSeerX 10.1.1.3.5650. doi:10.1109/TIT.2005.850085. S2CID 52835993. Retrieved 28 March 2009.
Kikuchi, Ryoichi (15 March 1951). "A Theory of Cooperative Phenomena". Physical Review. 81 (6): 988–1003. Bibcode:1951PhRv...81..988K. doi:10.1103/PhysRev.81.988.
Kurata, Michio; Kikuchi, Ryoichi; Watari, Tatsuro (1953). "A Theory of Cooperative Phenomena. III. Detailed Discussions of the Cluster Variation Method". The Journal of Chemical Physics. 21 (3): 434–448. Bibcode:1953JChPh..21..434K. doi:10.1063/1.1698926.
Kikuchi, Ryoichi; Brush, Stephen G. (1967). "Improvement of the Cluster‐Variation Method". The Journal of Chemical Physics. 47 (1): 195–203. Bibcode:1967JChPh..47..195K. doi:10.1063/1.1711845.
Pelizzola, Alessandro (2005). "Cluster variation method in statistical physics and probabilistic graphical models". Journal of Physics A: Mathematical and General. 38 (33): R309–R339. arXiv:cond-mat/0508216. Bibcode:2005JPhA...38R.309P. doi:10.1088/0305-4470/38/33/R01. ISSN 0305-4470. S2CID 942.^{[permanent dead link]}
Weiss, Yair; Freeman, William T. (October 2001). "Correctness of Belief Propagation in Gaussian Graphical Models of Arbitrary Topology". Neural Computation. 13 (10): 2173–2200. CiteSeerX 10.1.1.44.794. doi:10.1162/089976601750541769. PMID 11570995. S2CID 10624764.
Su, Qinliang; Wu, Yik-Chung (March 2015). "On convergence conditions of Gaussian belief propagation". IEEE Trans. Signal Process. 63 (5): 1144–1155. Bibcode:2015ITSP...63.1144S. doi:10.1109/TSP.2015.2389755. S2CID 12055229.
Dave, Maulik A. (1 December 2006). "Review of "Information Theory, Inference, and Learning Algorithms by David J. C. MacKay", Cambridge University Press, 2003". ACM SIGACT News. 37 (4): 34–36. doi:10.1145/1189056.1189063. ISSN 0163-5700. S2CID 10570465.
Liu, Ye-Hua; Poulin, David (22 May 2019). "Neural Belief-Propagation Decoders for Quantum Error-Correcting Codes". Physical Review Letters. 122 (20): 200501. arXiv:1811.07835. doi:10.1103/physrevlett.122.200501. ISSN 0031-9007. PMID 31172756. S2CID 53959182.

harvard.edu

ui.adsabs.harvard.edu

Löliger, Hans-Andrea (2004). "An Introduction to Factor Graphs". IEEE Signal Processing Magazine. 21 (1): 28–41. Bibcode:2004ISPM...21...28L. doi:10.1109/msp.2004.1267047. S2CID 7722934.
Kikuchi, Ryoichi (15 March 1951). "A Theory of Cooperative Phenomena". Physical Review. 81 (6): 988–1003. Bibcode:1951PhRv...81..988K. doi:10.1103/PhysRev.81.988.
Kurata, Michio; Kikuchi, Ryoichi; Watari, Tatsuro (1953). "A Theory of Cooperative Phenomena. III. Detailed Discussions of the Cluster Variation Method". The Journal of Chemical Physics. 21 (3): 434–448. Bibcode:1953JChPh..21..434K. doi:10.1063/1.1698926.
Kikuchi, Ryoichi; Brush, Stephen G. (1967). "Improvement of the Cluster‐Variation Method". The Journal of Chemical Physics. 47 (1): 195–203. Bibcode:1967JChPh..47..195K. doi:10.1063/1.1711845.
Pelizzola, Alessandro (2005). "Cluster variation method in statistical physics and probabilistic graphical models". Journal of Physics A: Mathematical and General. 38 (33): R309–R339. arXiv:cond-mat/0508216. Bibcode:2005JPhA...38R.309P. doi:10.1088/0305-4470/38/33/R01. ISSN 0305-4470. S2CID 942.^{[permanent dead link]}
Su, Qinliang; Wu, Yik-Chung (March 2015). "On convergence conditions of Gaussian belief propagation". IEEE Trans. Signal Process. 63 (5): 1144–1155. Bibcode:2015ITSP...63.1144S. doi:10.1109/TSP.2015.2389755. S2CID 12055229.

huji.ac.il

cs.huji.ac.il

Gaussian belief propagation solver for systems of linear equations. By O. Shental, D. Bickson, P. H. Siegel, J. K. Wolf, and D. Dolev, IEEE Int. Symp. on Inform. Theory (ISIT), Toronto, Canada, July 2008. http://www.cs.huji.ac.il/labs/danss/p2p/gabp/ Archived 14 June 2011 at the Wayback Machine
Linear Detection via Belief Propagation. Danny Bickson, Danny Dolev, Ori Shental, Paul H. Siegel and Jack K. Wolf. In the 45th Annual Allerton Conference on Communication, Control, and Computing, Allerton House, Illinois, 7 Sept.. http://www.cs.huji.ac.il/labs/danss/p2p/gabp/ Archived 14 June 2011 at the Wayback Machine
Distributed large scale network utility maximization. D. Bickson, Y. Tock, A. Zymnis, S. Boyd and D. Dolev. In the International symposium on information theory (ISIT), July 2009. http://www.cs.huji.ac.il/labs/danss/p2p/gabp/ Archived 14 June 2011 at the Wayback Machine

ijcai.org

Kim, Jin H.; Pearl, Judea (1983). "A computational model for combined causal and diagnostic reasoning in inference systems" (PDF). Proceedings of the Eighth International Joint Conference on Artificial Intelligence. IJCAI-83: Karlsruhe, Germany. Vol. 1. pp. 190–193. Retrieved 20 March 2016.

merl.com

Yedidia, J.S.; Freeman, W.T.; Y. (January 2003). "Understanding Belief Propagation and Its Generalizations". In Lakemeyer, Gerhard; Nebel, Bernhard (eds.). Exploring Artificial Intelligence in the New Millennium. Morgan Kaufmann. pp. 239–236. ISBN 978-1-55860-811-5. Retrieved 30 March 2009.
Yedidia, J.S.; Freeman, W.T.; Weiss, Y.; Y. (July 2005). "Constructing free-energy approximations and generalized belief propagation algorithms". IEEE Transactions on Information Theory. 51 (7): 2282–2312. CiteSeerX 10.1.1.3.5650. doi:10.1109/TIT.2005.850085. S2CID 52835993. Retrieved 28 March 2009.

mit.edu

jmlr.csail.mit.edu

Malioutov, Dmitry M.; Johnson, Jason K.; Willsky, Alan S. (October 2006). "Walk-sums and belief propagation in Gaussian graphical models". Journal of Machine Learning Research. 7: 2031–2064. Retrieved 28 March 2009.

nih.gov

pubmed.ncbi.nlm.nih.gov

Weiss, Yair (2000). "Correctness of Local Probability Propagation in Graphical Models with Loops". Neural Computation. 12 (1): 1–41. doi:10.1162/089976600300015880. PMID 10636932. S2CID 15402308.
Weiss, Yair; Freeman, William T. (October 2001). "Correctness of Belief Propagation in Gaussian Graphical Models of Arbitrary Topology". Neural Computation. 13 (10): 2173–2200. CiteSeerX 10.1.1.44.794. doi:10.1162/089976601750541769. PMID 11570995. S2CID 10624764.
Liu, Ye-Hua; Poulin, David (22 May 2019). "Neural Belief-Propagation Decoders for Quantum Error-Correcting Codes". Physical Review Letters. 122 (20): 200501. arXiv:1811.07835. doi:10.1103/physrevlett.122.200501. ISSN 0031-9007. PMID 31172756. S2CID 53959182.

psu.edu

citeseerx.ist.psu.edu

Yedidia, J.S.; Freeman, W.T.; Weiss, Y.; Y. (July 2005). "Constructing free-energy approximations and generalized belief propagation algorithms". IEEE Transactions on Information Theory. 51 (7): 2282–2312. CiteSeerX 10.1.1.3.5650. doi:10.1109/TIT.2005.850085. S2CID 52835993. Retrieved 28 March 2009.
Weiss, Yair; Freeman, William T. (October 2001). "Correctness of Belief Propagation in Gaussian Graphical Models of Arbitrary Topology". Neural Computation. 13 (10): 2173–2200. CiteSeerX 10.1.1.44.794. doi:10.1162/089976601750541769. PMID 11570995. S2CID 10624764.

semanticscholar.org

api.semanticscholar.org

Braunstein, A.; Mézard, M.; Zecchina, R. (2005). "Survey propagation: An algorithm for satisfiability". Random Structures & Algorithms. 27 (2): 201–226. arXiv:cs/0212002. doi:10.1002/rsa.20057. S2CID 6601396.
Weiss, Yair (2000). "Correctness of Local Probability Propagation in Graphical Models with Loops". Neural Computation. 12 (1): 1–41. doi:10.1162/089976600300015880. PMID 10636932. S2CID 15402308.
Mooij, J; Kappen, H (2007). "Sufficient Conditions for Convergence of the Sum–Product Algorithm". IEEE Transactions on Information Theory. 53 (12): 4422–4437. arXiv:cs/0504030. doi:10.1109/TIT.2007.909166. S2CID 57228.
Löliger, Hans-Andrea (2004). "An Introduction to Factor Graphs". IEEE Signal Processing Magazine. 21 (1): 28–41. Bibcode:2004ISPM...21...28L. doi:10.1109/msp.2004.1267047. S2CID 7722934.
Yedidia, J.S.; Freeman, W.T.; Weiss, Y.; Y. (July 2005). "Constructing free-energy approximations and generalized belief propagation algorithms". IEEE Transactions on Information Theory. 51 (7): 2282–2312. CiteSeerX 10.1.1.3.5650. doi:10.1109/TIT.2005.850085. S2CID 52835993. Retrieved 28 March 2009.
Pelizzola, Alessandro (2005). "Cluster variation method in statistical physics and probabilistic graphical models". Journal of Physics A: Mathematical and General. 38 (33): R309–R339. arXiv:cond-mat/0508216. Bibcode:2005JPhA...38R.309P. doi:10.1088/0305-4470/38/33/R01. ISSN 0305-4470. S2CID 942.^{[permanent dead link]}
Weiss, Yair; Freeman, William T. (October 2001). "Correctness of Belief Propagation in Gaussian Graphical Models of Arbitrary Topology". Neural Computation. 13 (10): 2173–2200. CiteSeerX 10.1.1.44.794. doi:10.1162/089976601750541769. PMID 11570995. S2CID 10624764.
Su, Qinliang; Wu, Yik-Chung (March 2015). "On convergence conditions of Gaussian belief propagation". IEEE Trans. Signal Process. 63 (5): 1144–1155. Bibcode:2015ITSP...63.1144S. doi:10.1109/TSP.2015.2389755. S2CID 12055229.
Dave, Maulik A. (1 December 2006). "Review of "Information Theory, Inference, and Learning Algorithms by David J. C. MacKay", Cambridge University Press, 2003". ACM SIGACT News. 37 (4): 34–36. doi:10.1145/1189056.1189063. ISSN 0163-5700. S2CID 10570465.
Liu, Ye-Hua; Poulin, David (22 May 2019). "Neural Belief-Propagation Decoders for Quantum Error-Correcting Codes". Physical Review Letters. 122 (20): 200501. arXiv:1811.07835. doi:10.1103/physrevlett.122.200501. ISSN 0031-9007. PMID 31172756. S2CID 53959182.

web.archive.org

Gaussian belief propagation solver for systems of linear equations. By O. Shental, D. Bickson, P. H. Siegel, J. K. Wolf, and D. Dolev, IEEE Int. Symp. on Inform. Theory (ISIT), Toronto, Canada, July 2008. http://www.cs.huji.ac.il/labs/danss/p2p/gabp/ Archived 14 June 2011 at the Wayback Machine
Linear Detection via Belief Propagation. Danny Bickson, Danny Dolev, Ori Shental, Paul H. Siegel and Jack K. Wolf. In the 45th Annual Allerton Conference on Communication, Control, and Computing, Allerton House, Illinois, 7 Sept.. http://www.cs.huji.ac.il/labs/danss/p2p/gabp/ Archived 14 June 2011 at the Wayback Machine
Distributed large scale network utility maximization. D. Bickson, Y. Tock, A. Zymnis, S. Boyd and D. Dolev. In the International symposium on information theory (ISIT), July 2009. http://www.cs.huji.ac.il/labs/danss/p2p/gabp/ Archived 14 June 2011 at the Wayback Machine

worldcat.org

Pelizzola, Alessandro (2005). "Cluster variation method in statistical physics and probabilistic graphical models". Journal of Physics A: Mathematical and General. 38 (33): R309–R339. arXiv:cond-mat/0508216. Bibcode:2005JPhA...38R.309P. doi:10.1088/0305-4470/38/33/R01. ISSN 0305-4470. S2CID 942.^{[permanent dead link]}
Dave, Maulik A. (1 December 2006). "Review of "Information Theory, Inference, and Learning Algorithms by David J. C. MacKay", Cambridge University Press, 2003". ACM SIGACT News. 37 (4): 34–36. doi:10.1145/1189056.1189063. ISSN 0163-5700. S2CID 10570465.
Liu, Ye-Hua; Poulin, David (22 May 2019). "Neural Belief-Propagation Decoders for Quantum Error-Correcting Codes". Physical Review Letters. 122 (20): 200501. arXiv:1811.07835. doi:10.1103/physrevlett.122.200501. ISSN 0031-9007. PMID 31172756. S2CID 53959182.