Volume 66, Issue 2-3

March 2007

Special Issue on Learning Theory

Issue Editors:

10 articles in this issue

Guest editorial: Learning theory
Olivier Bousquet
André Elisseeff
EditorialNotes 01 February 2007 Pages: 115 - 118
Suboptimal behavior of Bayes and MDL in classification under misspecification
Peter Grünwald
John Langford
OriginalPaper Open access 30 January 2007 Pages: 119 - 149
A new PAC bound for intersection-closed concept classes
Peter Auer
Ronald Ortner
OriginalPaper 08 May 2006 Pages: 151 - 163
Model selection by bootstrap penalization for classification
Magalie Fromont
OriginalPaper 03 May 2006 Pages: 165 - 207
Optimal dyadic decision trees
G. Blanchard
C. Schäfer
K.-R. Müller
OriginalPaper 30 January 2007 Pages: 209 - 241
A framework for statistical clustering with constant time approximation algorithms for K-median and K-means clustering
Shai Ben-David
OriginalPaper 30 November 2006 Pages: 243 - 257
Statistical properties of kernel principal component analysis
Gilles Blanchard
Olivier Bousquet
Laurent Zwald
OriginalPaper 30 March 2006 Pages: 259 - 294
Statistical properties of kernel principal component analysis
Laurent Zwald
Erratum Pages: 295 - 295
Feature space perspectives for learning the kernel
Charles A. Micchelli
Massimiliano Pontil
OriginalPaper 09 January 2007 Pages: 297 - 319
Improved second-order bounds for prediction with expert advice
Nicolò Cesa-Bianchi
Yishay Mansour
Gilles Stoltz
OriginalPaper 27 October 2006 Pages: 321 - 352

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