메뉴 건너뛰기




Volumn E89-A, Issue 2, 2006, Pages 575-582

On the convergence of loopy belief propagation algorithm for different update rules

Author keywords

Belief propagation algorithm; Markov random field; Phase transition; Unwrapped network

Indexed keywords

COMPUTATIONAL COMPLEXITY; COMPUTER NETWORKS; CONVERGENCE OF NUMERICAL METHODS; GRAPH THEORY; MARKOV PROCESSES; PHASE TRANSITIONS; PROBABILITY;

EID: 33645737817     PISSN: 09168508     EISSN: 17451337     Source Type: Journal    
DOI: 10.1093/ietfec/e89-a.2.575     Document Type: Article
Times cited : (14)

References (12)
  • 5
    • 0032001728 scopus 로고    scopus 로고
    • Turbo decoding as an instance of Pearl's "belief propagation" algorithm
    • R.J. McEliece, D.J.C. MacKay, and J.F. Cheng, "Turbo decoding as an instance of Pearl's "belief propagation" algorithm," IEEE J. Sel. Areas Commun., vol.16, no.2, pp.140-152, 1998.
    • (1998) IEEE J. Sel. Areas Commun. , vol.16 , Issue.2 , pp. 140-152
    • McEliece, R.J.1    MacKay, D.J.C.2    Cheng, J.F.3
  • 6
    • 0002425879 scopus 로고    scopus 로고
    • Loopy belief propagation for approximate inference: An empirical study
    • Morgan Kaufmann, San Francisco
    • K.P. Murphy, Y. Weiss, and M.I. Jordan, "Loopy belief propagation for approximate inference: An empirical study," Proc. 15th Conf. on Une. in Art. Int., pp.467-475, Morgan Kaufmann, San Francisco, 1999.
    • (1999) Proc. 15th Conf. on Une. in Art. Int. , pp. 467-475
    • Murphy, K.P.1    Weiss, Y.2    Jordan, M.I.3
  • 9
    • 4043138374 scopus 로고    scopus 로고
    • Loopy belief propagation and Gibbs measures
    • Morgan Kaufmann, San Francisco
    • S.C. Tatikonda and M.I. Jordan, "Loopy belief propagation and Gibbs measures," Proc. 18th Conf. on Une. in Art. Int., pp.493-500, Morgan Kaufmann, San Francisco, 2002.
    • (2002) Proc. 18th Conf. on Une. in Art. Int. , pp. 493-500
    • Tatikonda, S.C.1    Jordan, M.I.2
  • 10
    • 84988779772 scopus 로고    scopus 로고
    • Correctness of local probability propagation in graphical models with loops
    • Y. Weiss, "Correctness of local probability propagation in graphical models with loops," Neural Comput., vol.12, pp.1-41, 2000.
    • (2000) Neural Comput. , vol.12 , pp. 1-41
    • Weiss, Y.1
  • 11
    • 0011952756 scopus 로고    scopus 로고
    • Correctness of belief propagation in Gaussian graphical models of arbitrary topology
    • Y. Weiss and W.T. Freeman, "Correctness of belief propagation in Gaussian graphical models of arbitrary topology," Neural Comput., vol.12, pp.2173-2200, 2001.
    • (2001) Neural Comput. , vol.12 , pp. 2173-2200
    • Weiss, Y.1    Freeman, W.T.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.