Open Access
VOL. 56 | 2007 Chapter 3: Transductive PAC-Bayesian learning
Chapter Author(s) Olivier Catoni
IMS Lecture Notes Monogr. Ser., 2007: 111-130 (2007) DOI: 10.1214/lnms/1199996417

Abstract

Contents

  • 3.1. Basic inequalities

  • 3.2. Vapnik bounds for transductive classification

  • 3.3. Vapnik bounds for inductive classification

  • 3.4. Gaussian approximation in Vapnik bounds

Information

Published: 1 January 2007
First available in Project Euclid: 10 January 2008

Digital Object Identifier: 10.1214/lnms/1199996417

Rights: Copyright © 2007, Institute of Mathematical Statistics

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