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Volumn 1, Issue , 1999, Pages 222-227

How to design a regularization term for improving generalization

Author keywords

[No Author keywords available]

Indexed keywords

GENERALIZATION ERROR; LEARNING CRITERION; OPTIMAL REGULARIZATION; OPTIMALITY; REGULARIZATION METHODS; REGULARIZATION TERMS;

EID: 0010451796     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/ICONIP.1999.843990     Document Type: Conference Paper
Times cited : (6)

References (11)
  • 1
    • 0022471098 scopus 로고
    • Learning representations by back-propagating errors
    • (6088)
    • Rumelhart, D.E., Hinton, G.E., & Williams, R.J.(1986). Learning representations by back-propagating errors. Nature, 323(6088), 533-536.
    • (1986) Nature , vol.323 , pp. 533-536
    • Rumelhart, D.E.1    Hinton, G.E.2    Williams, R.J.3
  • 2
    • 0022417790 scopus 로고
    • Computational vision and regularization theory
    • Poggio, T., Torre, V., & Koch, C.(1985). Computational vision and regularization theory. Nature, 317, 314-319.
    • (1985) Nature , vol.317 , pp. 314-319
    • Poggio, T.1    Torre, V.2    Koch, C.3
  • 3
    • 0003466536 scopus 로고
    • Philadelphia: Society for Industrial and Applied Mathematics
    • Wahba, G.(1990). Spline models for observational data. Philadelphia: Society for Industrial and Applied Mathematics.
    • (1990) Spline Models for Observational Data
    • Wahba, G.1
  • 4
    • 0002344794 scopus 로고
    • Bootstrap methods: Another look at the jackknife
    • Efron, B.(1979). Bootstrap methods: Another look at the jackknife. The Annals of Statistics, 7(1), 1-26.
    • (1979) The Annals of Statistics , vol.7 , Issue.1 , pp. 1-26
    • Efron, B.1
  • 5
    • 0001025418 scopus 로고
    • Bayesian interpolation
    • MacKay, D.J.C.(1992). Bayesian interpolation. Neural Computation, 4(3), 415-447.
    • (1992) Neural Computation , vol.4 , Issue.3 , pp. 415-447
    • MacKay, D.J.C.1
  • 6
    • 84990697772 scopus 로고
    • Projection filter regularization of ill-conditioned problem
    • Ogawa, H.(1987). Projection filter regularization of ill-conditioned problem. Proc. of SPIE, Inverse Problems in Optics, 808, 189-196.
    • (1987) Proc. of SPIE, Inverse Problems in Optics , vol.808 , pp. 189-196
    • Ogawa, H.1
  • 7
    • 0002166040 scopus 로고
    • Neural network learning, generalization and over-learning
    • (Beijing)
    • Ogawa, H.(1992). Neural network learning, generalization and over-learning. Proc. of ICI-IPS'92 (Beijing), 2, 1-6.
    • (1992) Proc. of ICI-IPS'92 , vol.2 , pp. 1-6
    • Ogawa, H.1
  • 11
    • 0033348109 scopus 로고    scopus 로고
    • Admissibility of memorization learning with respect to projection learning in the presence of noise
    • Hirabayashi, A., Ogawa, H, & Yamashita, Y. (1999). Admissibility of memorization learning with respect to projection learning in the presence of noise. Trans, of the IEICE, E82-D(2), 488-496.
    • (1999) Trans, of the IEICE , vol.E82-D , Issue.2 , pp. 488-496
    • Hirabayashi, A.1    Ogawa, H.2    Yamashita, Y.3


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.