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Volumn , Issue , 2000, Pages 673-679

Correctness of belief propagation in Gaussian graphical models of arbitrary topology

Author keywords

[No Author keywords available]

Indexed keywords

ALGORITHMS; GRAPHIC METHODS; PROBABILITY DISTRIBUTIONS;

EID: 84898973486     PISSN: 10495258     EISSN: None     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper
Times cited : (58)

References (20)
  • 1
    • 0002566373 scopus 로고    scopus 로고
    • On the convergence of iterative decoding on graphs with a single cycle
    • S.M. Aji, G.B. Horn, and RJ. McEliece. On the convergence of iterative decoding on graphs with a single cycle. In Proc. 1998ISIT, 1998.
    • (1998) Proc. 1998ISIT
    • Aji, S.M.1    Horn, G.B.2    McEliece, R.J.3
  • 3
    • 0346451776 scopus 로고    scopus 로고
    • Advanced inference in bayesian networks
    • M.I. Jordan, editor, MIT Press
    • R. Cowell. Advanced inference in Bayesian networks. In M.I. Jordan, editor, Learning in Graphical Models. MIT Press, 1998.
    • (1998) Learning in Graphical Models
    • Cowell, R.1
  • 6
    • 0000605002 scopus 로고    scopus 로고
    • Learning to estimate scenes from images
    • M.S. Kearns SA. Solla and DA. Cohn editors MIT Press
    • W.T. Freeman and EC. Pasztor. Learning to estimate scenes from images. In M.S. Kearns, SA. Solla, and DA. Cohn, editors, Adv. Neural Information Processing Systems 11. MIT Press, 1999.
    • (1999) Adv Neural Information Processing Systems , vol.11
    • Freeman, W.T.1    Pasztor, E.C.2
  • 10
    • 0031996401 scopus 로고    scopus 로고
    • Iterative decoding of compound codes by probability propagation in graphical models
    • F. R. Kschischang and B. J. Frey. Iterative decoding of compound codes by probability propagation in graphical models. IEEE Journal on Selected Areas in Communication, 16(2):219-230, 1998.
    • (1998) IEEE Journal on Selected Areas in Communication , vol.16 , Issue.2 , pp. 219-230
    • Kschischang, F.R.1    Frey, B.J.2
  • 17
    • 0003613265 scopus 로고    scopus 로고
    • Belief propagation and revision in networks with loops
    • Y. Weiss. Belief propagation and revision in networks with loops. Technical Report 1616, MIT AI lab, 1997.
    • (1997) Technical Report 1616 MIT AI Lab
    • Weiss, Y.1
  • 18
    • 84988779772 scopus 로고    scopus 로고
    • Correctness of local probability propagation in graphical models with loops
    • to appear
    • Y. Weiss. Correctness of local probability propagation in graphical models with loops. Neural Computation, to appear, 2000.
    • (2000) Neural Computation
    • Weiss, Y.1
  • 19
    • 84898928149 scopus 로고    scopus 로고
    • Loopy propagation gives the correct posterior means for Gaussians
    • Berkeley Computer Science Dept.
    • Y. Weiss and W. T. Freeman. Loopy propagation gives the correct posterior means for Gaussians. Technical Report UCB.CSD-99-1046, Berkeley Computer Science Dept., 1999. www.cs.berkeley.edu yweiss/.
    • (1999) Technical Report UCB.CSD-99-1046
    • Weiss, Y.1    Freeman, W.T.2
  • 20
    • 0003846836 scopus 로고    scopus 로고
    • PhD thesis, Department of Electrical Engineering, U. Linkoping, Sweden
    • N. Wiberg. Codes and decoding on general graphs. PhD thesis, Department of Electrical Engineering, U. Linkoping, Sweden, 1996.
    • (1996) Codes and Decoding on General Graphs
    • Wiberg, N.1


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.