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Volumn , Issue , 2004, Pages 935-942

Bayesian inference for transductive learning of kernel matrix using the tanner-wong data augmentation algorithm

Author keywords

[No Author keywords available]

Indexed keywords

ALGORITHMS; COMPUTATIONAL GEOMETRY; EIGENVALUES AND EIGENFUNCTIONS; HIERARCHICAL SYSTEMS; MATHEMATICAL MODELS; MATRIX ALGEBRA; OPTIMIZATION; PROBLEM SOLVING;

EID: 14344253305     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper
Times cited : (19)

References (16)
  • 1
    • 0029587111 scopus 로고
    • Information geometry of the EM and em algorithms for neural networks
    • Amari, S. (1995). Information geometry of the EM and em algorithms for neural networks. Neural Networks, 8, 1379-1408.
    • (1995) Neural Networks , vol.8 , pp. 1379-1408
    • Amari, S.1
  • 6
    • 0004236492 scopus 로고    scopus 로고
    • Baltimore: The Johns Hopkins University Press. Third edition
    • Golub, G. H., & Loan, C. F. V. (1996). Matrix computations. Baltimore: The Johns Hopkins University Press. Third edition.
    • (1996) Matrix Computations
    • Golub, G.H.1    Loan, C.F.V.2
  • 8
    • 0004151494 scopus 로고
    • Cambridge, UK: Cambridge University Press
    • Horn, R. A., & Johnson, C. R. (1985). Matrix analysis. Cambridge, UK: Cambridge University Press.
    • (1985) Matrix Analysis
    • Horn, R.A.1    Johnson, C.R.2
  • 12
    • 84950758368 scopus 로고
    • The calculation of posterior distributions by data augmentation
    • Tanner, M. A., & Wong, W. H. (1987). The calculation of posterior distributions by data augmentation (with discussion). Journal of the American Statistical Association, 82, 528-550.
    • (1987) Journal of the American Statistical Association , vol.82 , pp. 528-550
    • Tanner, M.A.1    Wong, W.H.2
  • 13
    • 2342585524 scopus 로고    scopus 로고
    • The em algorithm for kernel matrix completion with auxiliary data
    • Tsuda, K., Akaho, S., & Asai, K. (2003). The em algorithm for kernel matrix completion with auxiliary data. Journal of Machine Learning Research, 4, 67-81.
    • (2003) Journal of Machine Learning Research , vol.4 , pp. 67-81
    • Tsuda, K.1    Akaho, S.2    Asai, K.3
  • 14
    • 1942420345 scopus 로고    scopus 로고
    • Learning metrics via discriminant kernels and multidimensional scaling: Toward expected Euclidean representation
    • Washington, B.C., USA
    • Zhang, Z. (2003). Learning metrics via discriminant kernels and multidimensional scaling: Toward expected Euclidean representation. Proceedings of the 20th International Conference on Machine Learning (pp. 872-879). Washington, B.C., USA.
    • (2003) Proceedings of the 20th International Conference on Machine Learning , pp. 872-879
    • Zhang, Z.1


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.