The Annals of Statistics

Discussions of boosting papers, and rejoinders

Peter L. Bartlett, Peter J. Bickel, Peter Bühlmann, Yoav Freund, Jerome Friedman, Trevor Hastie, Wenxin Jiang, Michael J. Jordan, Vladimir Koltchinskii, Gábor Lugosi, Jon D. McAuliffe, Ya'acov Ritov, Saharan Rosset, Robert E. Schapire, Robert Tibshirani, Nicolas Vayatis, Bin Yu, Tong Zhang, and Ji Zhu

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Abstract

Discussions of: "Process consistency for AdaBoost" [Ann. Statist. 32 (2004), no. 1, 13-29] by W. Jiang; "On the Bayes-risk consistency of regularized boosting methods" [ibid., 30-55] by G. Lugosi and N. Vayatis; and "Statistical behavior and consistency of classification methods based on convex risk minimization" [ibid., 56-85] by T. Zhang. Includes rejoinders by the authors.

Article information

Source
Ann. Statist., Volume 32, Number 1 (2004), 85-134.

Dates
First available in Project Euclid: 12 March 2004

Permanent link to this document
https://projecteuclid.org/euclid.aos/1105988581

Digital Object Identifier
doi:10.1214/aos/1105988581

Mathematical Reviews number (MathSciNet)
MR2051051

Subjects
Primary: 62H30: Classification and discrimination; cluster analysis [See also 68T10, 91C20]
Secondary: 68T05: Learning and adaptive systems [See also 68Q32, 91E40]

Keywords
boosting

Citation

Bartlett, Peter L.; Bickel, Peter J.; Bühlmann, Peter; Freund, Yoav; Friedman, Jerome; Hastie, Trevor; Jiang, Wenxin; Jordan, Michael J.; Koltchinskii, Vladimir; Lugosi, Gábor; McAuliffe, Jon D.; Ritov, Ya'acov; Rosset, Saharan; Schapire, Robert E.; Tibshirani, Robert; Vayatis, Nicolas; Yu, Bin; Zhang, Tong; Zhu, Ji. Discussions of boosting papers, and rejoinders. Ann. Statist. 32 (2004), no. 1, 85--134. doi:10.1214/aos/1105988581. https://projecteuclid.org/euclid.aos/1105988581


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