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Volumn , Issue , 2009, Pages 1097-1104

Rademacher complexity bounds for non-i.i.d. processes

Author keywords

[No Author keywords available]

Indexed keywords

SAMPLING;

EID: 84858764746     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper
Times cited : (128)

References (15)
  • 2
    • 0038453192 scopus 로고    scopus 로고
    • Rademacher and Gaussian complexities: Risk bounds and structural results
    • P. L. Bartlett and S. Mendelson. Rademacher and Gaussian complexities: Risk bounds and structural results. Journal of Machine Learning Research, 3:2002, 2002.
    • (2002) Journal of Machine Learning Research , vol.3 , Issue.2002
    • Bartlett, P.L.1    Mendelson, S.2
  • 3
    • 0030667578 scopus 로고    scopus 로고
    • On consistency in nonparametric estimation under mixing conditions
    • A. Irle. On the consistency in nonparametric estimation under mixing assumptions. Journal of Multivariate Analysis, 60:123-147, 1997. (Pubitemid 127167517)
    • (1997) Journal of Multivariate Analysis , vol.60 , Issue.1 , pp. 123-147
    • Irle, A.1
  • 4
    • 0001166808 scopus 로고    scopus 로고
    • Rademacher processes and bounding the risk of function learning
    • preprint
    • V. Koltchinskii and D. Panchenko. Rademacher processes and bounding the risk of function learning. In High Dimensional Probability II, pages 443-459. preprint, 2000.
    • (2000) High Dimensional Probability , vol.2 , pp. 443-459
    • Koltchinskii, V.1    Panchenko, D.2
  • 5
    • 0036104545 scopus 로고    scopus 로고
    • Empirical margin distributions and bounding the generalization error of combined classifiers
    • V. Koltchinskii and D. Panchenko. Empirical margin distributions and bounding the generalization error of combined classifiers. Annals of Statistics, 30, 2002.
    • (2002) Annals of Statistics , vol.30
    • Koltchinskii, V.1    Panchenko, D.2
  • 8
    • 0001035413 scopus 로고
    • On the method of bounded differences
    • Cambridge University Press
    • C. McDiarmid. On the method of bounded differences. In Surveys in Combinatorics, pages 148-188. Cambridge University Press, 1989.
    • (1989) Surveys in Combinatorics , pp. 148-188
    • McDiarmid, C.1
  • 9
    • 0033904367 scopus 로고    scopus 로고
    • Nonparametric time series prediction through adaptive model selection
    • DOI 10.1023/A:1007602715810
    • R. Meir. Nonparametric time series prediction through adaptive model selection. Machine Learning, 39(1):5-34, 2000. (Pubitemid 30588208)
    • (2000) Machine Learning , vol.39 , Issue.1 , pp. 5-34
    • Meir, R.1
  • 15
    • 0003161174 scopus 로고
    • Rates of convergence for empirical processes of stationary mixing sequences
    • B. Yu. Rates of convergence for empirical processes of stationary mixing sequences. Annals Probability, 22(1):94-116, 1994.
    • (1994) Annals Probability , vol.22 , Issue.1 , pp. 94-116
    • Yu, B.1


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.