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Volumn , Issue , 2003, Pages

Stable fixed points of loopy belief propagation are minima of the bethe free energy

Author keywords

[No Author keywords available]

Indexed keywords

BETHE FREE ENERGY; CONSTRAINED MINIMIZATION; DOUBLE-LOOP; LOOPY BELIEF PROPAGATION; SADDLE POINT PROBLEMS; STABILITY ANALYSIS; STABLE FIXED POINTS; UNSTABLE FIXED POINT;

EID: 84898959007     PISSN: 10495258     EISSN: None     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper
Times cited : (89)

References (10)
  • 2
    • 0002425879 scopus 로고    scopus 로고
    • Loopy belief propagation for approximate inference: An empirical study
    • K. Murphy, Y. Weiss, and M. Jordan. Loopy belief propagation for approximate inference: An empirical study. In UAI'99, pages 467-475, 1999.
    • (1999) UAI'99 , pp. 467-475
    • Murphy, K.1    Weiss, Y.2    Jordan, M.3
  • 3
    • 84898975095 scopus 로고    scopus 로고
    • Generalized belief propagation
    • J. Yedidia, W. Freeman, and Y. Weiss. Generalized belief propagation. In NIPS 13, pages 689-695, 2001.
    • (2001) NIPS , vol.13 , pp. 689-695
    • Yedidia, J.1    Freeman, W.2    Weiss, Y.3
  • 5
    • 0036636878 scopus 로고    scopus 로고
    • CCCP algorithms to minimize the bethe and kikuchi free energies: Convergent alternatives to belief propagation
    • A. Yuille. CCCP algorithms to minimize the Bethe and Kikuchi free energies: Convergent alternatives to belief propagation. Neural Computation, 14:1691-1722, 2002.
    • (2002) Neural Computation , vol.14 , pp. 1691-1722
    • Yuille, A.1
  • 6
    • 84898944621 scopus 로고    scopus 로고
    • The unified propagation and scaling algorithm
    • Y. Teh and M. Welling. The unified propagation and scaling algorithm. In NIPS 14, 2002.
    • (2002) NIPS , vol.14
    • Teh, Y.1    Welling, M.2
  • 8
    • 84898928980 scopus 로고    scopus 로고
    • Minimax and hamilto-nian dynamics of excitatory-inhibitory networks
    • S. Seung, T. Richardson, J. Lagarias, and J. Hopfield. Minimax and Hamilto-nian dynamics of excitatory-inhibitory networks. In NIPS 10, 1998.
    • (1998) NIPS , vol.10
    • Seung, S.1    Richardson, T.2    Lagarias, J.3    Hopfield, J.4
  • 9
    • 2942655074 scopus 로고    scopus 로고
    • Tree-based reparameterization for approximate estimation on loopy graphs
    • M. Wainwright, T. Jaakola, and A. Willsky. Tree-based reparameterization for approximate estimation on loopy graphs. In NIPS 14, 2002.
    • (2002) NIPS , vol.14
    • Wainwright, M.1    Jaakola, T.2    Willsky, A.3
  • 10
    • 27344435412 scopus 로고    scopus 로고
    • Expectation propagation for approximate inference in dynamic Bayesian networks
    • T. Heskes and O. Zoeter. Expectation propagation for approximate inference in dynamic Bayesian networks. In UAI-2002, pages 216-223, 2002.
    • (2002) UAI-2002 , pp. 216-223
    • Heskes, T.1    Zoeter, O.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.