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Documents Associated With Scientific Events Year : 2010

PAC-Bayesian approach for kernel methods

Joseph Salmon
Laboratoire de Probabilités et Modèles Aléatoires
Erwan Le Pennec
Laboratoire de Probabilités et Modèles Aléatoires
CV

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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Statistics [math.ST] Statistics Theory [stat.TH]
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https://inria.hal.science/inria-00510287

Submitted on : Tuesday, August 17, 2010-9:46:35 PM

Last modification on : Friday, May 3, 2024-2:38:39 PM

Long-term archiving on: Thursday, November 18, 2010-3:16:37 AM

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inria-00510287 , version 1 (17-08-2010)

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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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