Complete Bibliography
Works connected to Robert Elias Schapire
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The dynamics of AdaBoost: Cyclic behavior and convergence of margins,” J. Mach. Learn. Res. 5 (2003–2004), pp. 1557–1595. MR 2248027 Zbl 1222.68293 article
: “Boosting based on a smooth margin,” pp. 502–517 in Learning theory: 17th annual conference on learning theory (Banff, AB, 1–4 July 2004). Edited by J. Shawe-Taylor and Y. Singer. Lecture Notes in Computer Science 3120. Springer (Berlin), 2004. MR 2177931 Zbl 1078.68724 incollection
: “On the dynamics of boosting” in Advances in neural information processing systems 16: Proceedings of the 2003 conference (Vancouver and Whistler, BC, 8–13 December 2003). Edited by S. Thrun, L. K. Saul, and B. Schölkopf. MIT Press (Cambridge, MA), 2004. incollection
: “Analysis of boosting algorithms using the smooth margin function,” Ann. Statist. 35 : 6 (2007), pp. 2723–2768. MR 2382664 Zbl 1132.68827 ArXiv 0803.4092 article
: “Precise statements of convergence for AdaBoost and arc-gv,” pp. 131–145 in Prediction and discovery: AMS-IMS-SIAM joint summer research conference on machine and statistical learning (Snowbird, UT, 25–29 June 2006). Edited by J. S. Verducci, X. Shen, and J. Lafferty. Contemporary Mathematics 443. American Mathematical Society (Providence, RI), 2007. Paper dedicated to Leo Breiman. Available open access here. MR 2433289 Zbl 1141.68722 incollection
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