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.
Publié le : 2004-02-14
Classification:  boosting,  62H30,  68T05
@article{1105988581,
     author = {Bartlett, Peter L. and Bickel, Peter J. and B\"uhlmann, Peter and Freund, Yoav and Friedman, Jerome and Hastie, Trevor and Jiang, Wenxin and Jordan, Michael J. and Koltchinskii, Vladimir and Lugosi, G\'abor and McAuliffe, Jon D. and Ritov, Ya'acov and Rosset, Saharan and Schapire, Robert E. and Tibshirani, Robert and Vayatis, Nicolas and Yu, Bin and Zhang, Tong and Zhu, Ji},
     title = {Discussions of boosting papers, and rejoinders},
     journal = {Ann. Statist.},
     volume = {32},
     number = {1},
     year = {2004},
     pages = { 85-134},
     language = {en},
     url = {http://dml.mathdoc.fr/item/1105988581}
}
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., Tome 32 (2004) no. 1, pp.  85-134. http://gdmltest.u-ga.fr/item/1105988581/