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Volumn 9, Issue , 2010, Pages 121-128

Improving posterior marginal approximations in latent Gaussian models

Author keywords

[No Author keywords available]

Indexed keywords

CORRECTION METHOD; EXPECTATION PROPAGATION; GAUSSIAN MODEL; LAPLACE APPROXIMATION;

EID: 84862290829     PISSN: 15324435     EISSN: 15337928     Source Type: Journal    
DOI: None     Document Type: Conference Paper
Times cited : (3)

References (11)
  • 1
    • 0030491606 scopus 로고    scopus 로고
    • An approximate minimum degree ordering algorithm
    • October
    • P. R. Amestoy, T. A. Davis, and Iain S. D. An approximate minimum degree ordering algorithm. SIAM J. Matrix Anal. Appl., 17(4):886-905, October 1996.
    • (1996) SIAM J. Matrix Anal. Appl. , vol.17 , Issue.4 , pp. 886-905
    • Amestoy, P.R.1    Davis, T.A.2    Iain, S.D.3
  • 2
    • 0016486861 scopus 로고
    • On computing certain elements of the inverse of a sparse matrix
    • ISSN 0001-0782
    • A. M. Erisman and W. F. Tinney. On computing certain elements of the inverse of a sparse matrix. Commun. ACM, 18(3):177-179, 1975. ISSN 0001-0782.
    • (1975) Commun. ACM , vol.18 , Issue.3 , pp. 177-179
    • Erisman, A.M.1    Tinney, W.F.2
  • 4
    • 25444528713 scopus 로고    scopus 로고
    • Assessing approximate inference for binary Gaussian process classification
    • ISSN 1533-7928
    • M. Kuss and C. E. Rasmussen. Assessing approximate inference for binary Gaussian process classification. Journal of Machine Learning Research, 6:1679-1704, 2005. ISSN 1533-7928.
    • (2005) Journal of Machine Learning Research , vol.6 , pp. 1679-1704
    • Kuss, M.1    Rasmussen, C.E.2
  • 7
    • 84858772445 scopus 로고    scopus 로고
    • Improving on expectation propagation
    • D. Koller, D. Schuurmans, Y. Bengio, and L. Bottou, editors. MIT, Cambridge, MA, US
    • M. Opper, U. Paquet, and O. Winther. Improving on expectation propagation. In D. Koller, D. Schuurmans, Y. Bengio, and L. Bottou, editors, Advances in Neural Information Processing Systems 21, pages 1241-1248. MIT, Cambridge, MA, US, 2009.
    • (2009) Advances in Neural Information Processing Systems , vol.21 , pp. 1241-1248
    • Opper, M.1    Paquet, U.2    Winther, O.3
  • 8
    • 77952603871 scopus 로고    scopus 로고
    • volume 104 of Monographs on Statistics and Applied Probability. Chapman & Hall, London, UK
    • H. Rue and L. Held. Gaussian Markov Random Fields: Theory and Applications, volume 104 of Monographs on Statistics and Applied Probability. Chapman & Hall, London, UK, 2005.
    • (2005) Gaussian Markov Random Fields: Theory and Applications
    • Rue, H.1    Held, L.2
  • 9
    • 62849120031 scopus 로고    scopus 로고
    • Approximate Bayesian inference for latent Gaussian models by using integrated nested Laplace approximations
    • H. Rue, S. Martino, and N. Chopin. Approximate Bayesian inference for latent Gaussian models by using integrated nested Laplace approximations. Journal Of The Royal Statistical Society Series B, 71(2):319-392, 2009.
    • (2009) Journal of the Royal Statistical Society Series B , vol.71 , Issue.2 , pp. 319-392
    • Rue, H.1    Martino, S.2    Chopin, N.3
  • 10
    • 44649181578 scopus 로고    scopus 로고
    • Bayesian inference and optimal design for the sparse linear model
    • ISSN 1533-7928
    • M. W. Seeger. Bayesian inference and optimal design for the sparse linear model. Journal of Machine Learning Research, 9:759-813, 2008. ISSN 1533-7928.
    • (2008) Journal of Machine Learning Research , vol.9 , pp. 759-813
    • Seeger, M.W.1
  • 11
    • 84950871099 scopus 로고
    • Accurate approximations for posterior moments and marginal densities
    • L. Tierney and J. B. Kadane. Accurate approximations for posterior moments and marginal densities. Journal of the American Statistical Association, 81(393):82-86, 1986.
    • (1986) Journal of the American Statistical Association , vol.81 , Issue.393 , pp. 82-86
    • Tierney, L.1    Kadane, J.B.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.