메뉴 건너뛰기




Volumn , Issue , 2005, Pages

Expectation consistent free energies for approximate inference

Author keywords

[No Author keywords available]

Indexed keywords

APPROXIMATE INFERENCE; BENCH-MARK PROBLEMS; BETHE APPROXIMATION; BINARY VARIABLES; EXPECTATION PROPAGATION; MARGINAL LIKELIHOOD; NODE CONSTRAINTS; PROBABILISTIC MODELS;

EID: 29044434242     PISSN: 10495258     EISSN: None     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper
Times cited : (18)

References (12)
  • 1
    • 0034320350 scopus 로고    scopus 로고
    • Gaussian processes for classification: Mean field algorithms
    • M. Opper and O. Winther, "Gaussian processes for classification: Mean field algorithms, " Neural Computation, vol. 12, pp. 2655-2684, 2000.
    • (2000) Neural Computation , vol.12 , pp. 2655-2684
    • Opper, M.1    Winther, O.2
  • 2
    • 0035938135 scopus 로고    scopus 로고
    • Tractable approximations for probabilistic models: The adaptive Thouless-Anderson-Palmer mean field approach
    • M. Opper and O. Winther, "Tractable approximations for probabilistic models: The adaptive Thouless-Anderson-Palmer mean field approach, " Phys. Rev. Lett., vol. 86, pp. 3695, 2001.
    • (2001) Phys. Rev. Lett. , vol.86 , pp. 3695
    • Opper, M.1    Winther, O.2
  • 3
    • 0035509916 scopus 로고    scopus 로고
    • Adaptive and self-averaging Thouless-Anderson-Palmer mean field theory for probabilistic modeling
    • M. Opper and O.Winther, "Adaptive and self-averaging Thouless-Anderson-Palmer mean field theory for probabilistic modeling, " Phys. Rev. E, vol. 64, pp. 056131, 2001.
    • (2001) Phys. Rev. E , vol.64 , pp. 056131
    • Opper, M.1    Winther, O.2
  • 4
    • 0345978970 scopus 로고    scopus 로고
    • Expectation propagation for approximate Bayesian inference
    • T. P. Minka, "Expectation propagation for approximate Bayesian inference, " in UAI 2001, 2001, pp. 362-369.
    • (2001) UAI 2001 , pp. 362-369
    • Minka, T.P.1
  • 5
    • 84898967099 scopus 로고    scopus 로고
    • Tree-structured approximations by expectation propagation
    • S. Thrun, L. Saul, and B. Scholkopf, Eds. MIT Press, Cambridge, MA
    • T. Minka and Y. Qi, "Tree-structured approximations by expectation propagation, " in NIPS 16, S. Thrun, L. Saul, and B. Scholkopf, Eds. MIT Press, Cambridge, MA, 2004.
    • (2004) NIPS , vol.16
    • Minka, T.1    Qi, Y.2
  • 6
    • 84898991735 scopus 로고    scopus 로고
    • Vibes: A variational inference engine for Bayesian networks
    • S. Thrun S. Becker and K. Obermayer, Eds., MIT Press, Cambridge, MA, 2003
    • Christopher M. Bishop, David Spiegelhalter, and John Winn, "Vibes: A variational inference engine for bayesian networks, " in Advances in Neural Information Processing Systems 15, S. Thrun S. Becker and K. Obermayer, Eds., pp. 777-784. MIT Press, Cambridge, MA, 2003.
    • Advances in Neural Information Processing Systems , vol.15 , pp. 777-784
    • Bishop, C.M.1    Spiegelhalter, D.2    Winn, J.3
  • 7
    • 84898964031 scopus 로고    scopus 로고
    • A variational Bayesian framework for graphical models
    • T. Leen et al. Ed., MIT Press, Cambridge
    • H. Attias, "A variational Bayesian framework for graphical models, " in Advances in Neural Information Processing Systems 12, T. Leen et al., Ed. 2000, MIT Press, Cambridge.
    • (2000) Advances in Neural Information Processing Systems , vol.12
    • Attias, H.1
  • 9
    • 0036636878 scopus 로고    scopus 로고
    • CCCP algorithms to minimize the Bethe and Kikuchi free energies: Convergent alternatives to belief propagation
    • A. L. Yuille, "CCCP algorithms to minimize the Bethe and Kikuchi free energies: convergent alternatives to belief propagation, " Neural Comput., vol. 14, no. 7, pp. 1691-1722, 2002.
    • (2002) Neural Comput. , vol.14 , Issue.7 , pp. 1691-1722
    • Yuille, A.L.1
  • 10
    • 6344271885 scopus 로고    scopus 로고
    • Approximate inference and constrained optimization
    • San Francisco, CA, Morgan Kaufmann Publishers
    • T. Heskes, K. Albers, and H. Kappen, "Approximate inference and constrained optimization, " in UAI-03, San Francisco, CA, 2003, pp. 313-320, Morgan Kaufmann Publishers.
    • (2003) UAI-03 , pp. 313-320
    • Heskes, T.1    Albers, K.2    Kappen, H.3


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.