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Volumn 16, Issue 11, 2004, Pages 2379-2413

On the uniqueness of loopy belief propagation fixed points

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Indexed keywords


EID: 6344281239     PISSN: 08997667     EISSN: None     Source Type: Journal    
DOI: 10.1162/0899766041941943     Document Type: Article
Times cited : (118)

References (19)
  • 1
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    • Stable fixed points of loopy belief propagation are minima of the Bethe free energy
    • S. Becker, S. Thrun, & K. Obermayer (Eds.), Cambridge, MA: MIT Press
    • Heskes, T. (2002). Stable fixed points of loopy belief propagation are minima of the Bethe free energy. In S. Becker, S. Thrun, & K. Obermayer (Eds.), Advances in neural information processing systems, 15 (pp. 359-366). Cambridge, MA: MIT Press.
    • (2002) Advances in Neural Information Processing Systems , vol.15 , pp. 359-366
    • Heskes, T.1
  • 4
    • 0001006209 scopus 로고
    • Local computations with probabilities on graphical structures and their application to expert systems
    • Lauritzen, S., & Spiegelhalter, D. (1988). Local computations with probabilities on graphical structures and their application to expert systems. Journal of the Royal Statistics Society B, 50, 157-224.
    • (1988) Journal of the Royal Statistics Society B , vol.50 , pp. 157-224
    • Lauritzen, S.1    Spiegelhalter, D.2
  • 9
    • 0002425879 scopus 로고    scopus 로고
    • Loopy belief propagation for appproximate inference: An empirical study
    • K. Laskey & H. Prade (Eds.), San Francisco: Morgan Kaufmann
    • Murphy, K., Weiss, Y. & Jordan, M. (1999). Loopy belief propagation for appproximate inference: An empirical study. In K. Laskey & H. Prade (Eds.), Proceedings of the Fifteenth Conference on Uncertainty in Artificial Intelligence (pp. 467-475). San Francisco: Morgan Kaufmann.
    • (1999) Proceedings of the Fifteenth Conference on Uncertainty in Artificial Intelligence , pp. 467-475
    • Murphy, K.1    Weiss, Y.2    Jordan, M.3
  • 13
    • 84898944621 scopus 로고    scopus 로고
    • The unified propagation and scaling algorithm
    • T. Dietterich, S. Becker, & Z. Ghahramani (Eds.), Cambridge, MA: MIT Press
    • Teh, Y., & Welling, M. (2002). The unified propagation and scaling algorithm. In T. Dietterich, S. Becker, & Z. Ghahramani (Eds.), Advances in neural information processing systems, 14 (pp. 953-960). Cambridge, MA: MIT Press.
    • (2002) Advances in Neural Information Processing Systems , vol.14 , pp. 953-960
    • Teh, Y.1    Welling, M.2
  • 15
    • 84988779772 scopus 로고    scopus 로고
    • Correctness of local probability propagation in graphical models with loops
    • Weiss, Y. (2000). Correctness of local probability propagation in graphical models with loops. Neural Computation, 12(1), 1-41.
    • (2000) Neural Computation , vol.12 , Issue.1 , pp. 1-41
    • Weiss, Y.1
  • 16
    • 0011952756 scopus 로고    scopus 로고
    • Correctness of belief propagation in graphical models with arbitrary topology
    • Weiss, Y., & Freeman, W. (2001). Correctness of belief propagation in graphical models with arbitrary topology. Neural Computation, 13(10), 2173-2200.
    • (2001) Neural Computation , vol.13 , Issue.10 , pp. 2173-2200
    • Weiss, Y.1    Freeman, W.2
  • 17
    • 0037216891 scopus 로고    scopus 로고
    • Approximate inference in Boltzmann machines
    • Welling, M., & Teh, Y. (2003), Approximate inference in Boltzmann machines. Artificial Intelligence, 143(1), 19-50.
    • (2003) Artificial Intelligence , vol.143 , Issue.1 , pp. 19-50
    • Welling, M.1    Teh, Y.2
  • 18
    • 84898975095 scopus 로고    scopus 로고
    • Generalized belief propagation
    • T. Leen, T. Dietterich & V. Tresp (Eds.), Cambridge, MA: MIT Press
    • Yedidia, J., Freeman, W., & Weiss, Y. (2001). Generalized belief propagation. In T. Leen, T. Dietterich & V. Tresp (Eds.), Advances in neural information processing systems, 13 (pp. 689-695). Cambridge, MA: MIT Press.
    • (2001) Advances in Neural Information Processing Systems , vol.13 , pp. 689-695
    • Yedidia, J.1    Freeman, W.2    Weiss, Y.3
  • 19
    • 0036636878 scopus 로고    scopus 로고
    • CCCP algorithms to minimize the Bethe and Kikuchi free energies: Convergent alternatives to belief propagation
    • Yuille, A. (2002). CCCP algorithms to minimize the Bethe and Kikuchi free energies: Convergent alternatives to belief propagation. Neural Computation, 14, 1691-1722.
    • (2002) Neural Computation , vol.14 , pp. 1691-1722
    • Yuille, A.1


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.