메뉴 건너뛰기




Volumn 9, Issue , 2008, Pages 187-194

Response to Mease and Wyner, evidence contrary to the statistical view of boosting, JMLR 9:131-156, 2008

Author keywords

[No Author keywords available]

Indexed keywords


EID: 41549114046     PISSN: 15324435     EISSN: 15337928     Source Type: Journal    
DOI: None     Document Type: Note
Times cited : (4)

References (17)
  • 2
    • 41549168778 scopus 로고    scopus 로고
    • Convergence rates of general regularization methods for statistical inverse problems and applications
    • N. Bissantz, T. Hohage, A. Munk, and F. Ruymgaart. Convergence rates of general regularization methods for statistical inverse problems and applications. SIAM Journal on Numerical Analysis, 45:2610-2636, 2007.
    • (2007) SIAM Journal on Numerical Analysis , vol.45 , pp. 2610-2636
    • Bissantz, N.1    Hohage, T.2    Munk, A.3    Ruymgaart, F.4
  • 3
    • 0346786584 scopus 로고    scopus 로고
    • Arcing classifiers (with discussion)
    • L. Breiman. Arcing classifiers (with discussion). The Annals of Statistics, 26:801-849, 1998.
    • (1998) The Annals of Statistics , vol.26 , pp. 801-849
    • Breiman, L.1
  • 4
    • 0000275022 scopus 로고    scopus 로고
    • Prediction games & arcing algorithms
    • L. Breiman. Prediction games & arcing algorithms. Neural Computation, 11:1493-1517, 1999.
    • (1999) Neural Computation , vol.11 , pp. 1493-1517
    • Breiman, L.1
  • 5
    • 33745157294 scopus 로고    scopus 로고
    • Boosting for high-dimensional linear models
    • P. Bühlmann. Boosting for high-dimensional linear models. The Annals of Statistics, 34:559-583, 2006.
    • (2006) The Annals of Statistics , vol.34 , pp. 559-583
    • Bühlmann, P.1
  • 6
    • 41549141939 scopus 로고    scopus 로고
    • Boosting algorithms: Regularization, prediction and model fitting (with discussion)
    • P. Bühlmann and T. Hothorn. Boosting algorithms: regularization, prediction and model fitting (with discussion). Statistical Science, 22, 2007.
    • (2007) Statistical Science , vol.22
    • Bühlmann, P.1    Hothorn, T.2
  • 7
    • 41549138446 scopus 로고    scopus 로고
    • P. Bühlmann and B. Yu. Discussion of Additive logistic regression: a statistical view (J. Friedman, T. Hastie and R. Tibshirani, auths.). The Annals of Statistics, 28:377-386, 2000.
    • P. Bühlmann and B. Yu. Discussion of "Additive logistic regression: a statistical view" (J. Friedman, T. Hastie and R. Tibshirani, auths.). The Annals of Statistics, 28:377-386, 2000.
  • 9
    • 0035470889 scopus 로고    scopus 로고
    • Greedy function approximation: A gradient boosting machine
    • J.H. Friedman. Greedy function approximation: a gradient boosting machine. The Annals ofStatistics, 29:1189-1232, 2001.
    • (2001) The Annals ofStatistics , vol.29 , pp. 1189-1232
    • Friedman, J.H.1
  • 10
    • 0034164230 scopus 로고    scopus 로고
    • Additive logistic regression: A statistical view of boosting (with discussion)
    • J.H. Friedman, T. Hastie, and R. Tibshirani. Additive logistic regression: a statistical view of boosting (with discussion). The Annals of Statistics, 28:337-407, 2000.
    • (2000) The Annals of Statistics , vol.28 , pp. 337-407
    • Friedman, J.H.1    Hastie, T.2    Tibshirani, R.3
  • 13
    • 0002550596 scopus 로고    scopus 로고
    • Functional gradient techniques for combining hy-potheses
    • A. Smola, P. Bartlett, B. Schölkopf, and D. Schuurmans, editors, MIT Press, Cambridge
    • L. Mason, J. Baxter, P. Bartlett, and M. Frean. Functional gradient techniques for combining hy-potheses. In A. Smola, P. Bartlett, B. Schölkopf, and D. Schuurmans, editors, Advances in Large Margin Classifiers. MIT Press, Cambridge, 2000.
    • (2000) Advances in Large Margin Classifiers
    • Mason, L.1    Baxter, J.2    Bartlett, P.3    Frean, M.4
  • 14
    • 35248862907 scopus 로고    scopus 로고
    • An introduction to boosting and leveraging
    • S. Mendelson and A. Smola, editors, Advanced Lectures on Machine Learning, Springer
    • R. Meir and G. Ratsch. An introduction to boosting and leveraging. In S. Mendelson and A. Smola, editors, Advanced Lectures on Machine Learning, Lecture Notes in Computer Science, pages 119-184. Springer, 2003.
    • (2003) Lecture Notes in Computer Science , pp. 119-184
    • Meir, R.1    Ratsch, G.2
  • 16
    • 26444493144 scopus 로고    scopus 로고
    • Boosting with early stopping: Convergence and consistency
    • T. Zhang and B. Yu. Boosting with early stopping: convergence and consistency. The Annals of Statistics, 33:1538-1579, 2005.
    • (2005) The Annals of Statistics , vol.33 , pp. 1538-1579
    • Zhang, T.1    Yu, B.2
  • 17
    • 37749006178 scopus 로고    scopus 로고
    • P. Zhao and B. Yu. Stagewise Lasso. Journal of Machine Learning Research, 8:2701-2726, 2007.
    • P. Zhao and B. Yu. Stagewise Lasso. Journal of Machine Learning Research, 8:2701-2726, 2007.


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.