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Volumn , Issue , 2001, Pages

Weak learners and improved rates of convergence in Boosting

Author keywords

[No Author keywords available]

Indexed keywords

BOOSTING ALGORITHM; GENERALIZATION ERROR; GUARANTEED PERFORMANCE; IMPROVED CONVERGENCE; LINEAR CLASSIFIERS; ONE-DIMENSIONAL PROBLEM; RATES OF CONVERGENCE; THEORETICAL BOUNDS;

EID: 84898962905     PISSN: 10495258     EISSN: None     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper
Times cited : (12)

References (11)
  • 3
    • 0012500744 scopus 로고    scopus 로고
    • An inequality for uniform deviations of sample averages from their means
    • P. Bartlett and G. Lugosi. An inequality for uniform deviations of sample averages from their means. Statistics and Probability Letters, 44:55-62, 1999.
    • (1999) Statistics and Probability Letters , vol.44 , pp. 55-62
    • Bartlett, P.1    Lugosi, G.2
  • 6
    • 0027842081 scopus 로고
    • Matching pursuit with time-frequencey dictionaries
    • December
    • S. Mallat and Z. Zhang. Matching pursuit with time-frequencey dictionaries. IEEE Trans. Signal Processing, 41(12):3397-3415, December 1993.
    • (1993) IEEE Trans. Signal Processing , vol.41 , Issue.12 , pp. 3397-3415
    • Mallat, S.1    Zhang, Z.2
  • 7
    • 84898960199 scopus 로고    scopus 로고
    • On the existence of weak learners and applications to boosting
    • Submitted to
    • S. Mannor and R. Meir. On the existence of weak learners and applications to boosting. Submitted to Machine Learning
    • Machine Learning
    • Mannor, S.1    Meir, R.2
  • 8
    • 0033870982 scopus 로고    scopus 로고
    • Improved generalization through explicit optimization of margins
    • To appear
    • L. Mason, P. Bartlett and J. Baxter. Improved generalization through explicit optimization of margins. Machine Learning, 2000. To appear.
    • (2000) Machine Learning
    • Mason, L.1    Bartlett, P.2    Baxter, J.3
  • 9
    • 0002550596 scopus 로고    scopus 로고
    • Functional gradient techniques for combining hypotheses
    • B. Schölkopf A. Smola, P. Bartlett and D. Schuurmans, editors MIT Press
    • L. Mason, P. Bartlett, J. Baxter and M. Frean. Functional gradient techniques for combining hypotheses. In B. Schölkopf A. Smola, P. Bartlett and D. Schuurmans, editors, Advances in Large Margin Classifiers. MIT Press, 2000.
    • (2000) Advances in Large Margin Classifiers
    • Mason, L.1    Bartlett, P.2    Baxter, J.3    Frean, M.4
  • 10
    • 0032280519 scopus 로고    scopus 로고
    • Boosting the margin: A new explanation for the effectiveness of voting methods
    • R.E. Schapire, Y. Freund, P. Bartlett and W.S. Lee. Boosting the margin: a new explanation for the effectiveness of voting methods. The Annals of Statistics, 26(5):1651-1686, 1998.
    • (1998) The Annals of Statistics , vol.26 , Issue.5 , pp. 1651-1686
    • Schapire, R.E.1    Freund, Y.2    Bartlett, P.3    Lee, W.S.4


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.