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February 2004 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, Ji Zhu
Ann. Statist. 32(1): 85-134 (February 2004). DOI: 10.1214/aos/1105988581

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.

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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. Ji Zhu. "Discussions of boosting papers, and rejoinders." Ann. Statist. 32 (1) 85 - 134, February 2004. https://doi.org/10.1214/aos/1105988581

Information

Published: February 2004
First available in Project Euclid: 12 March 2004

MathSciNet: MR2051051
Digital Object Identifier: 10.1214/aos/1105988581

Subjects:
Primary: 62H30
Secondary: 68T05

Keywords: boosting

Rights: Copyright © 2004 Institute of Mathematical Statistics

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Vol.32 • No. 1 • February 2004
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