Celebratio Mathematica

Ingrid Daubechies

Complete Bibliography

Works connected to Robert Elias Schapire

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C. Rud­in, I. Daubech­ies, and R. E. Scha­pire: “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

C. Rud­in, R. E. Scha­pire, and I. Daubech­ies: “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

C. Rud­in, I. Daubech­ies, and R. Scha­pire: “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

C. Rud­in, R. E. Scha­pire, and I. Daubech­ies: “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

C. Rud­in, R. E. Scha­pire, and I. Daubech­ies: “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