Discussions of boosting papers, and rejoinders

  • Bartlett P
  • Bickel P
  • Bühlmann P
  • et al.
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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.

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Bartlett, P. L., Bickel, P. J., Bühlmann, P., Freund, Y., Friedman, J., Hastie, T., … Zhu, J. (2007). Discussions of boosting papers, and rejoinders. The Annals of Statistics, 32(1). https://doi.org/10.1214/aos/1105988581

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