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Volumn , Issue , 2011, Pages 453-462

Variational algorithms for marginal MAP

Author keywords

[No Author keywords available]

Indexed keywords

ARTIFICIAL INTELLIGENCE; MESSAGE PASSING;

EID: 80053147630     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper
Times cited : (17)

References (14)
  • 1
    • 0141567816 scopus 로고    scopus 로고
    • Marginal maximum a posteriori estimation using Markov chain Monte Carlo
    • Jan.
    • A. Doucet, S. J. Godsill, and C. P. Robert. Marginal maximum a posteriori estimation using Markov chain Monte Carlo. Statistics and Computing, 12(1), Jan. 2002.
    • (2002) Statistics and Computing , vol.12 , Issue.1
    • Doucet, A.1    Godsill, S.J.2    Robert, C.P.3
  • 3
    • 11944266539 scopus 로고
    • Information theory and statistical mechanics
    • May
    • E. T. Jaynes. Information theory and statistical mechanics. Phys. Rev., 106(4):620-630, May 1957.
    • (1957) Phys. Rev. , vol.106 , Issue.4 , pp. 620-630
    • Jaynes, E.T.1
  • 4
    • 80053154554 scopus 로고    scopus 로고
    • Message-passing algorithm for marginal-MAP estimation
    • J. Jiang and H. Daumé III. Message-passing algorithm for marginal-MAP estimation. In Learning Workshop, 2010.
    • (2010) Learning Workshop
    • Jiang, J.1    Daumé Iii, H.2
  • 6
    • 0002788893 scopus 로고    scopus 로고
    • A view of the em algorithm that justifies incremental, sparse, and other variants
    • M. Jordan, editor, Kluwer
    • R. Neal and G. E. Hinton. A view of the EM algorithm that justifies incremental, sparse, and other variants. In M. Jordan, editor, Learning in Graphical Models, pages 55-368. Kluwer, 1998.
    • (1998) Learning in Graphical Models , pp. 55-368
    • Neal, R.1    Hinton, G.E.2
  • 7
    • 26944434018 scopus 로고    scopus 로고
    • Complexity results and approximation strategies for MAP explanations
    • J. Park and A. Darwiche. Complexity results and approximation strategies for MAP explanations. Journal of Artificial Intelligence Research, 21:101-133, 2004. (Pubitemid 41525899)
    • (2004) Journal of Artificial Intelligence Research , vol.21 , pp. 101-133
    • Park, J.D.1    Darwiche, A.2
  • 9
    • 65749118363 scopus 로고    scopus 로고
    • Graphical models exponential families, and variational inference
    • M. Wainwright and M. Jordan. Graphical models, exponential families, and variational inference. Found. Trends Mach. Learn., 1(1-2):1-305, 2008.
    • (2008) Found. Trends Mach. Learn. , vol.1 , Issue.1-2 , pp. 1-305
    • Wainwright, M.1    Jordan, M.2
  • 11
    • 0037516827 scopus 로고    scopus 로고
    • Treebased reparameterization framework for analysis of sumproduct and related algorithms
    • M. J. Wainwright, T. Jaakkola, and A. S. Willsky. Treebased reparameterization framework for analysis of sumproduct and related algorithms. IEEE Trans. Info. Theory, 45:1120-1146, 2003.
    • (2003) IEEE Trans. Info. Theory , vol.45 , pp. 1120-1146
    • Wainwright, M.J.1    Jaakkola, T.2    Willsky, A.S.3
  • 12
  • 13
    • 23744513375 scopus 로고    scopus 로고
    • Constructing freeenergy approximations and generalized BP algorithms
    • July
    • J. Yedidia, W. Freeman, and Y. Weiss. Constructing freeenergy approximations and generalized BP algorithms. IEEE Trans. Inf. Theory, 51, July 2005.
    • (2005) IEEE Trans. Inf. Theory , vol.51
    • Yedidia, J.1    Freeman, W.2    Weiss, Y.3
  • 14
    • 0036636878 scopus 로고    scopus 로고
    • CCCP algorithms to minimize the Bethe and Kikuchi free energies: Convergent alternatives to belief propagation
    • July
    • A. L. Yuille. CCCP algorithms to minimize the Bethe and Kikuchi free energies: Convergent alternatives to belief propagation. Neural Comp., 14(7):1691-1722, July 2002.
    • (2002) Neural Comp. , vol.14 , Issue.7 , pp. 1691-1722
    • Yuille, A.L.1


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.