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PAC-Bayesian approach for kernel methods

Abstract : In this work on regression with Gaussian error, we study an agregation procedure relying on the exponential weigthing scheme described in Dalalyan and Tsybakov
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https://hal.inria.fr/inria-00510287
Contributor : Conférence Mas2010 <>
Submitted on : Tuesday, August 17, 2010 - 9:46:35 PM
Last modification on : Monday, May 4, 2020 - 11:04:09 AM
Long-term archiving on: : Thursday, November 18, 2010 - 3:16:37 AM

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  • HAL Id : inria-00510287, version 1

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Joseph Salmon, Erwan Le Pennec. PAC-Bayesian approach for kernel methods. Journées MAS et Journée en l'honneur de Jacques Neveu, Aug 2010, Talence, France. ⟨inria-00510287⟩

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