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Volumn , Issue , 2010, Pages 256-260

Merging belief propagation and the mean field approximation: A free energy approach

Author keywords

[No Author keywords available]

Indexed keywords

APPROXIMATION METHODS; BELIEF PROPAGATION; ENERGY APPROACH; FACTOR GRAPHS; FIXED POINT EQUATION; ITERATIVE RECEIVERS; JOINT CHANNEL ESTIMATION; KULLBACK LEIBLER DIVERGENCE; MEAN FIELD; MEAN FIELD APPROXIMATION; MESSAGE PASSING ALGORITHM; OBJECTIVE FUNCTIONS; REGION-BASED;

EID: 78649274545     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/ISTC.2010.5613851     Document Type: Conference Paper
Times cited : (12)

References (14)
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    • Jordan, M.I.1    Ghahramani, Z.2    Jaakola, T.S.3    Saul, L.K.4
  • 4
    • 21844450606 scopus 로고    scopus 로고
    • Variational message passing
    • J. Winn and C. Bishop, "Variational message passing," J. Mach. Learning, vol. 6, no. 6, pp. 661-694, 2005.
    • (2005) J. Mach. Learning , vol.6 , Issue.6 , pp. 661-694
    • Winn, J.1    Bishop, C.2
  • 8
    • 0035246564 scopus 로고    scopus 로고
    • Factor graphs and the sum-product algorithm
    • Feb.
    • F. R. Kschischang, J. F. Brendan, and H. A. Loeliger, "Factor graphs and the sum-product algorithm," IEEE Trans. Inf. Th., vol. 47, no. 2, pp. 498-519, Feb. 2001.
    • (2001) IEEE Trans. Inf. Th. , vol.47 , Issue.2 , pp. 498-519
    • Kschischang, F.R.1    Brendan, J.F.2    Loeliger, H.A.3
  • 9
    • 23744513375 scopus 로고    scopus 로고
    • Constructing free-energy approximations and generalized belief propagation algorithms
    • July
    • J. S. Yedidia, W. T. Freeman, and Y. Weiss, "Constructing free-energy approximations and generalized belief propagation algorithms," IEEE Trans. Inf Th., vol. 51, no. 7, pp. 2282-2312, July 2005.
    • (2005) IEEE Trans. Inf Th. , vol.51 , Issue.7 , pp. 2282-2312
    • Yedidia, J.S.1    Freeman, W.T.2    Weiss, Y.3
  • 11
    • 0001396998 scopus 로고
    • Statistical theory of superlattices
    • ser. A
    • H. A. Bethe, "Statistical theory of superlattices," in Proc. Roy. Soc. London, ser. A, vol. 150, no. 871, 1935, pp. 552-575.
    • (1935) Proc. Roy. Soc. London , vol.150 , Issue.871 , pp. 552-575
    • Bethe, H.A.1
  • 13
    • 51649117818 scopus 로고    scopus 로고
    • On variational message passing on factor graphs
    • Nice, France, June
    • J. Dauwels, "On variational message passing on factor graphs," in Proc. IEEE Int. Symp. Inf. Th. (ISIT 2007), Nice, France, June 2007, pp. 2546 - 2550.
    • (2007) Proc. IEEE Int. Symp. Inf. Th. (ISIT 2007) , pp. 2546-2550
    • Dauwels, J.1
  • 14
    • 38849110321 scopus 로고    scopus 로고
    • The factor graph approach to model-based signal processing
    • June
    • H.-A. Loeliger, J. Dauwels, J. Hu, S. Korl, L. Ping, and F. R. Kschischang, "The factor graph approach to model-based signal processing," Proc. IEEE, vol. 95, no. 6, pp. 1295-1322, June 2007.
    • (2007) Proc. IEEE , vol.95 , Issue.6 , pp. 1295-1322
    • Loeliger, H.-A.1    Dauwels, J.2    Hu, J.3    Korl, S.4    Ping, L.5    Kschischang, F.R.6


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.