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Volumn 52, Issue 7, 2008, Pages 3331-3341

Robustified L2 boosting

Author keywords

[No Author keywords available]

Indexed keywords

COMPUTATIONAL COMPLEXITY; COVARIANCE MATRIX; PROBLEM SOLVING; ROBUSTNESS (CONTROL SYSTEMS);

EID: 40249088768     PISSN: 01679473     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.csda.2007.11.006     Document Type: Article
Times cited : (32)

References (17)
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    • 0000275022 scopus 로고    scopus 로고
    • Prediction games and arcing algorithms
    • Breiman L. Prediction games and arcing algorithms. Neural Computation 11 (1999) 1493-1517
    • (1999) Neural Computation , vol.11 , pp. 1493-1517
    • Breiman, L.1
  • 2
    • 33745157294 scopus 로고    scopus 로고
    • Boosting for high-dimensional linear models
    • Bühlmann P. Boosting for high-dimensional linear models. Annals of Statistics 34 (2006) 559-583
    • (2006) Annals of Statistics , vol.34 , pp. 559-583
    • Bühlmann, P.1
  • 4
    • 40249101893 scopus 로고    scopus 로고
    • Freund Y., Schapire R.E., 1996. Experiments with a new boosting algorithm. In: Proceedings of the Thirteenth International Conference on Machine Learning. pp. 148-156
    • Freund Y., Schapire R.E., 1996. Experiments with a new boosting algorithm. In: Proceedings of the Thirteenth International Conference on Machine Learning. pp. 148-156
  • 5
    • 0035470889 scopus 로고    scopus 로고
    • Greedy function approximation: A gradient boosting machine
    • Friedman J.H. Greedy function approximation: A gradient boosting machine. The Annals of Statistics 29 5 (2001) 1189-1232
    • (2001) The Annals of Statistics , vol.29 , Issue.5 , pp. 1189-1232
    • Friedman, J.H.1
  • 7
    • 0003157339 scopus 로고
    • Robust estimation of a location parameter
    • Huber P.J. Robust estimation of a location parameter. Annals of mathematical statistics 35 (1964) 73-101
    • (1964) Annals of mathematical statistics , vol.35 , pp. 73-101
    • Huber, P.J.1
  • 10
    • 0027842081 scopus 로고
    • Matching pursuits with time-frequency dictionaries
    • Mallat S., and Zhang Z. Matching pursuits with time-frequency dictionaries. IEEE Transactions on Signal Processing 41 12 (1993) 3397-3415
    • (1993) IEEE Transactions on Signal Processing , vol.41 , Issue.12 , pp. 3397-3415
    • Mallat, S.1    Zhang, Z.2
  • 11
    • 84947338420 scopus 로고    scopus 로고
    • John Wiley & Sons, Ltd, The Atrium, Southern Gate, Chichester, West Sussex PO19 8SQ, England
    • Maronna R.A., Martin R.D., and Yohai V.J. Robust Statistics, Theory and Methods. Wiley Series in Probability and Statistics (2006), John Wiley & Sons, Ltd, The Atrium, Southern Gate, Chichester, West Sussex PO19 8SQ, England
    • (2006) Wiley Series in Probability and Statistics
    • Maronna, R.A.1    Martin, R.D.2    Yohai, V.J.3
  • 12
    • 34548356964 scopus 로고    scopus 로고
    • Robust variable selection using least angle regression and elemental set sampling
    • McCann L., and Welsch R. Robust variable selection using least angle regression and elemental set sampling. Computational Statistics and Data Analysis 52 (2007) 249-257
    • (2007) Computational Statistics and Data Analysis , vol.52 , pp. 249-257
    • McCann, L.1    Welsch, R.2
  • 17
    • 40249120063 scopus 로고    scopus 로고
    • Van Aelst S., Khan J.A., Zamar, R.H. 2004. Robust linear model selection based on least angle regression.http://hajek.stat.ubc.ca/~ruben/website/cv/RobLARS.pdf
    • Van Aelst S., Khan J.A., Zamar, R.H. 2004. Robust linear model selection based on least angle regression.http://hajek.stat.ubc.ca/~ruben/website/cv/RobLARS.pdf


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.