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Volumn 5, Issue , 2009, Pages 105-112

Gaussian margin machines

Author keywords

[No Author keywords available]

Indexed keywords

BINARY CLASSIFICATION; CONSTRAINED OPTIMIZATION PROBLEMS; GAUSSIANS; GENERALIZATION BOUND; HANDWRITING RECOGNITION; HIGH PROBABILITY; KERNELIZATION; OUTER PRODUCT; OVER WEIGHTS; TEST ERRORS; TRAINING DATA;

EID: 84862273709     PISSN: 15324435     EISSN: 15337928     Source Type: Journal    
DOI: None     Document Type: Conference Paper
Times cited : (10)

References (18)
  • 1
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    • Support vector classification with input data uncertainty
    • J. Bi and T. Zhang. Support vector classification with input data uncertainty. In NIPS, 2004.
    • (2004) NIPS
    • Bi, J.1    Zhang, T.2
  • 2
    • 0026966646 scopus 로고
    • A training algorithm for optimal margin classifiers
    • B. E. Boser, I. M. Guyon, and V. N. Vapnik. A training algorithm for optimal margin classifiers. In COLT, 1992.
    • (1992) COLT
    • Boser, B.E.1    Guyon, I.M.2    Vapnik, V.N.3
  • 4
    • 34249753618 scopus 로고
    • Support-vector networks
    • September
    • C. Cortes and V. Vapnik. Support-vector networks. Machine Learning, 20(3):273-297, September 1995.
    • (1995) Machine Learning , vol.20 , Issue.3 , pp. 273-297
    • Cortes, C.1    Vapnik, V.2
  • 8
    • 0007727813 scopus 로고    scopus 로고
    • Maximum entropy discrimination
    • T. Jaakkola, M. Meila, and T. Jebara. Maximum entropy discrimination. In NIPS 12, 1999.
    • (1999) NIPS , vol.12
    • Jaakkola, T.1    Meila, M.2    Jebara, T.3
  • 13
    • 0037399538 scopus 로고    scopus 로고
    • PAC-Bayesian stochastics model selection
    • D. McAllester. PAC-Bayesian stochastics model selection. Machine Learning Journal, 5:5-21, 2003.
    • (2003) Machine Learning Journal , vol.5 , pp. 5-21
    • Mcallester, D.1
  • 14
    • 33749254009 scopus 로고    scopus 로고
    • Simplified PAC-Bayesian margin bounds
    • D. McAllester. Simplified PAC-Bayesian margin bounds. In Proceedings of COLT, 2003.
    • (2003) Proceedings of COLT
    • Mcallester, D.1
  • 15
    • 33749566771 scopus 로고    scopus 로고
    • Clustering based large margin classification: A scalable approach using SOCP formulation
    • J. Nath, C. Bhattacharyya, and M. Murty. Clustering based large margin classification: A scalable approach using SOCP formulation. In KDD, 2006.
    • (2006) KDD
    • Nath, J.1    Bhattacharyya, C.2    Murty, M.3
  • 16
    • 0041464774 scopus 로고    scopus 로고
    • PAC-Bayesian generalization bounds for gaussian processes
    • M. Seeger. PAC-Bayesian generalization bounds for gaussian processes. JMLR, 3:233-269, 2002.
    • (2002) JMLR , vol.3 , pp. 233-269
    • Seeger, M.1
  • 18
    • 21844471282 scopus 로고    scopus 로고
    • Matrix exponentiated gradient updates for on-line learning and Bregman projection
    • K. Tsuda, G. Räatsch, and M.K. Warmuth. Matrix exponentiated gradient updates for on-line learning and Bregman projection. JMLR, 6:995-1018, 2005.
    • (2005) JMLR , vol.6 , pp. 995-1018
    • Tsuda, K.1    Räatsch, G.2    Warmuth, M.K.3


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.