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Volumn 2191, Issue , 2001, Pages 246-253

Probabilistic discriminative kernel classifiers for multi-class problems

Author keywords

[No Author keywords available]

Indexed keywords

ITERATIVE METHODS; PATTERN RECOGNITION; REGRESSION ANALYSIS;

EID: 84945277595     PISSN: 03029743     EISSN: 16113349     Source Type: Book Series    
DOI: 10.1007/3-540-45404-7_33     Document Type: Conference Paper
Times cited : (44)

References (15)
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    • Maximum entropy discrimination
    • S.A. Solla, T.K. Leen, and K.-R.Müller, editors, MIT Press
    • T. Jaakkola, M. Meila, and T. Jebara. Maximum entropy discrimination. In S.A. Solla, T.K. Leen, and K.-R.Müller, editors, Advances in Neural Information Processing Systems, volume 12, pages 470–476. MIT Press, 1999.
    • (1999) Advances in Neural Information Processing Systems , vol.12 , pp. 470-476
    • Jaakkola, T.1    Meila, M.2    Jebara, T.3
  • 3
    • 84899032333 scopus 로고    scopus 로고
    • Probabilistic methods for support vector machines
    • S.A. Solla, T.K. Leen, and K.-R.Müller, editors, MIT Press
    • P. Sollich. Probabilistic methods for support vector machines. In S.A. Solla, T.K. Leen, and K.-R.Müller, editors, Advances in Neural Information Processing Systems, volume 12, pages 349–355. MIT Press, 1999.
    • (1999) Advances in Neural Information Processing Systems , vol.12 , pp. 349-355
    • Sollich, P.1
  • 5
    • 84898984897 scopus 로고    scopus 로고
    • Nonlinear discriminant analysis using kernel functions
    • S.A. Solla, T.K. Leen, and K.-R. Müller, editors, MIT Press
    • V. Roth and V. Steinhage. Nonlinear discriminant analysis using kernel functions. In S.A. Solla, T.K. Leen, and K.-R. Müller, editors, Advances in Neural Information Processing Systems, volume 12, pages 568–574. MIT Press, 1999.
    • (1999) Advances in Neural Information Processing Systems , vol.12 , pp. 568-574
    • Roth, V.1    Steinhage, V.2
  • 7
    • 84898942883 scopus 로고    scopus 로고
    • Classification by pairwise coupling
    • Michael I.Jordan, Michael J. Kearns, and Sara A. Solla, editors, The MIT Press
    • Trevor Hastie and Robert Tibshirani. Classification by pairwise coupling. In Michael I. Jordan, Michael J. Kearns, and Sara A. Solla, editors, Advances in Neural Information Processing Systems, volume 10. The MIT Press, 1998.
    • (1998) Advances in Neural Information Processing Systems , vol.10
    • Hastie, T.1    Tibshirani, R.2
  • 8
    • 0035272287 scopus 로고    scopus 로고
    • G. Rätsch, K. Tsuda, and B. Schölkopf. An introduction to kernelbased learning algorithms
    • March
    • K.-R. Müller, S. Mika, G. Rätsch, K. Tsuda, and B. Schölkopf. An introduction to kernelbased learning algorithms. IEEE Transactions on Neural Networks, 12(2): 181–201, March 2001.
    • (2001) IEEE Transactions on Neural Networks , vol.12 , Issue.2 , pp. 181-201
    • Müller, K.-R.1    Mika, S.2
  • 9
    • 0041055966 scopus 로고
    • Fisher’s method of scoring. Internat
    • M.R. Osborne. Fisher’s method of scoring. Internat. Statistical Review, 60: 99–117, 1992.
    • (1992) Statistical Review , vol.60 , pp. 99-117
    • Osborne, M.R.1
  • 11
    • 84942484786 scopus 로고
    • Ridge regression: Biased estimation for nonorthogonal problems
    • A.E. Hoerl and R.W. Kennard. Ridge regression: Biased estimation for nonorthogonal problems. Technometrics, 12: 55–67, 1970.
    • (1970) Technometrics , vol.12 , pp. 55-67
    • Hoerl, A.E.1    Kennard, R.W.2
  • 13
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    • 0033293912 scopus 로고    scopus 로고
    • LOQO: An interior point code for quadratic programming
    • R. J. Vanderbei. LOQO: An interior point code for quadratic programming. Optimization Methods and Software, 11: 451–484, 1999.
    • (1999) Optimization Methods and Software , vol.11 , pp. 451-484
    • Vanderbei, R.J.1


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