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Volumn , Issue , 2007, Pages 1637-1641

A Kernel Approach to Comparing Distributions

Author keywords

[No Author keywords available]

Indexed keywords

ATTRIBUTE MATCHING; DENSITY ESTIMATION; HUNGARIANS; KERNEL APPROACHES; PERFORMANCE; REPRODUCING KERNEL HILBERT SPACES; TWO-SAMPLE TESTS;

EID: 85113352173     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper
Times cited : (6)

References (16)
  • 1
    • 0001912663 scopus 로고
    • Two-sample test statistics for measuring discrepancies between two multivariate probability density functions using kernel-based density estimates
    • Anderson, N.; Hall, P.; and Titterington, D. 1994. Two-sample test statistics for measuring discrepancies between two multivariate probability density functions using kernel-based density estimates. Journal of Multivariate Analysis 50:41-54.
    • (1994) Journal of Multivariate Analysis , vol.50 , pp. 41-54
    • Anderson, N.1    Hall, P.2    Titterington, D.3
  • 2
    • 0002154899 scopus 로고
    • On the bootstrap of u and v statistics
    • Blake, C. L., and Merz, C. J. 1998. UCI repository of machine learning databases
    • Arcones, M., and Giné, E. 1992. On the bootstrap of u and v statistics. The Annals of Statistics 20(2):655-674. Blake, C. L., and Merz, C. J. 1998. UCI repository of machine learning databases.
    • (1992) The Annals of Statistics , vol.20 , Issue.2 , pp. 655-674
    • Arcones, M.1    Giné, E.2
  • 8
    • 0000945775 scopus 로고
    • Convergence de la réparation empirique vers la réparation théorique
    • Fortet, R., and Mourier, E. 1953. Convergence de la réparation empirique vers la réparation théorique. Ann. Scient. École Norm. Sup. 70:266-285.
    • (1953) Ann. Scient. École Norm. Sup , vol.70 , pp. 266-285
    • Fortet, R.1    Mourier, E.2
  • 10
    • 0004019973 scopus 로고    scopus 로고
    • Technical Report UCSC-CRL-99-10, Computer Science Department, UC Santa Cruz
    • Haussler, D. 1999. Convolutional kernels on discrete structures. Technical Report UCSC-CRL-99-10, Computer Science Department, UC Santa Cruz.
    • (1999) Convolutional kernels on discrete structures
    • Haussler, D.1
  • 11
    • 35048851000 scopus 로고    scopus 로고
    • Hilbertian metrics on probability measures and their application in svm's
    • Berlin: Springer
    • Hein, M.; Lal, T.; and Bousquet, O. 2004. Hilbertian metrics on probability measures and their application in svm's. In Proceedings of the 26th DAGM Symposium, 270-277. Berlin: Springer.
    • (2004) Proceedings of the 26th DAGM Symposium , pp. 270-277
    • Hein, M.1    Lal, T.2    Bousquet, O.3
  • 12
    • 84864031047 scopus 로고    scopus 로고
    • Correcting sample selection bias by unlabeled data
    • Schölkopf, B.; Platt, J.; and Hofmann, T., eds., The MIT Press, Cambridge, MA
    • Huang, J.; Smola, A.; Gretton, A.; Borgwardt, K.; and Schölkopf, B. 2007. Correcting sample selection bias by unlabeled data. In Schölkopf, B.; Platt, J.; and Hofmann, T., eds., Advances in Neural Information Processing Systems, volume 19. The MIT Press, Cambridge, MA.
    • (2007) Advances in Neural Information Processing Systems , vol.19
    • Huang, J.1    Smola, A.2    Gretton, A.3    Borgwardt, K.4    Schölkopf, B.5
  • 14
    • 0002719797 scopus 로고
    • The Hungarian method for the assignment problem
    • Kuhn, H. 1955. The Hungarian method for the assignment problem. Naval Research Logistics Quarterly 2:83-97.
    • (1955) Naval Research Logistics Quarterly , vol.2 , pp. 83-97
    • Kuhn, H.1
  • 16
    • 0010786475 scopus 로고    scopus 로고
    • On the influence of the kernel on the consistency of support vector machines
    • Steinwart, I. 2002. On the influence of the kernel on the consistency of support vector machines. J. Mach. Learn. Res. 2:67-93.
    • (2002) J. Mach. Learn. Res , vol.2 , pp. 67-93
    • Steinwart, I.1


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.