- Pattern Recognition from One Example by Francois Fleuret
- The Annals of Statistics 2010, Vol. 38, No. 1, 8399
- The Annals of Statistics 2010, Vol. 38, No. 1, 5182
- Optimal Dyadic Decision Trees G. Blanchard1
- AISM (2007) 59:5775 DOI 10.1007/s10463-006-0098-9
- Weierstra-Institut fr Angewandte Analysis und Stochastik
- 1IEICE Transactions on on Information and Systems, vol.E91-D, no.5, pp.1577-1580, 2008.
- Occam's Hammer Gilles Blanchard1
- A Novel Dimension Reduction Procedure for Searching Non-Gaussian Subspaces
- OBTAINING THE BEST LINEAR UNBIASED ESTIMATOR OF NOISY SIGNALS BY NON-GAUSSIAN COMPONENT ANALYSIS
- Resampling-based confidence regions and multiple tests for a correlated random vector
- Submitted to the Annals of Statistics STATISTICAL PERFORMANCE OF SUPPORT VECTOR MACHINES
- Optimal learning rates for Kernel Conjugate Gradient regression
- Journal of Machine Learning Research 10 (2009) 2837-2871 Submitted 4/08; Revised 2/09; Published 12/09 Adaptive False Discovery Rate Control under Independence and
- CONJUGATE GRADIENT REGULARIZATION UNDER GENERAL SMOOTHNESS AND NOISE ASSUMPTIONS
- Di erent paradigms for choosing sequential reweighting algorithms
- NonGaussian Component Analysis: a Semiparametric Framework for Linear
- 100 IEEE TRANSACTIONS ON BIOMEDICAL ENGINEERING BCI Competition 2003
- Statistical Properties of Kernel Principal Component Analysis
- Universit'e Paris XIII --ParisNord U.M.R. 7539 ---Laboratoire Analyse, G'eom'etrie et Applications
- Finite Dimensional Projection for Classification and Statistical Learning
- Hierarchical Testing Designs for Pattern Recognition
- Oracle bounds and exact algorithm for dyadic classification trees
- A new algorithm for MCMC Bayesian CART Gilles Blanchard
- On the Convergence of Eigenspaces in Kernel Principal Component Analysis
- THE \PROGRESSIVE MIXTURE" ESTIMATOR FOR REGRESSION TREES
- Kernel Projection Machine: a New Tool for Pattern Recognition #
- L'estimateur de \m elange progressif" appliqu e aux arbres de r egression
- Un algorithme acc el er e d' echantillonnage Bay esien pour le mod ele CART
- Multiple Randomized Classi ers: MRCL Yali Amit and Gilles Blanchard y
- DEA de probabilit es de l'universit e Pierre et Marie Curie-Paris VI Rapport de stage
- Statistical Properties of Kernel Principal Component Analysis #
- Hierarchical Testing Designs for Pattern Recognition
- Submitted to the Annals of Statistics DISCUSSION OF THE 2004 IMS MEDALLION LECTURE
- Supplementary material for: Generalizing from Several Related Classification Tasks to a New
- Generalizing from Several Related Classification Tasks to a New Unlabeled Sample
- Supplementary Material A Details of the Experiment Presented in the Introduction
- The Local Rademacher Complexity of p-Norm Multiple Kernel Learning
- Finite Dimensional Projection for Classification and Statistical Learning
- Supplementary material for: Generalizing from Several Related Classification Tasks to a New
