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Gilles Blanchard Vis

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*2008
17EEMasashi Sugiyama, Motoaki Kawanabe, Gilles Blanchard, Klaus-Robert Müller: Approximating the Best Linear Unbiased Estimator of Non-Gaussian Signals with Gaussian Noise. IEICE Transactions 91-D(5): 1577-1580 (2008)
2007
16EEGilles Blanchard, François Fleuret: Occam's Hammer. COLT 2007: 112-126
15EESylvain Arlot, Gilles Blanchard, Étienne Roquain: Resampling-Based Confidence Regions and Multiple Tests for a Correlated Random Vector. COLT 2007: 127-141
14EEGilles Blanchard, Christin Schäfer, Yves Rozenholc, Klaus-Robert Müller: Optimal dyadic decision trees. Machine Learning 66(2-3): 209-241 (2007)
13EEGilles Blanchard, Olivier Bousquet, Laurent Zwald: Statistical properties of kernel principal component analysis. Machine Learning 66(2-3): 259-294 (2007)
2006
12EEMotoaki Kawanabe, Gilles Blanchard, Masashi Sugiyama, Vladimir Spokoiny, Klaus-Robert Müller: A Novel Dimension Reduction Procedure for Searching Non-Gaussian Subspaces. ICA 2006: 149-156
11EEGilles Blanchard, François Fleuret: Occam's hammer: a link between randomized learning and multiple testing FDR control CoRR abs/math/0608713: (2006)
10EEGilles Blanchard, Motoaki Kawanabe, Masashi Sugiyama, Vladimir Spokoiny, Klaus-Robert Müller: In Search of Non-Gaussian Components of a High-Dimensional Distribution. Journal of Machine Learning Research 7: 247-282 (2006)
2005
9EEGilles Blanchard, Masashi Sugiyama, Motoaki Kawanabe, Vladimir Spokoiny, Klaus-Robert Müller: Non-Gaussian Component Analysis: a Semi-parametric Framework for Linear Dimension Reduction. NIPS 2005
8EELaurent Zwald, Gilles Blanchard: On the Convergence of Eigenspaces in Kernel Principal Component Analysis. NIPS 2005
7EEFrançois Fleuret, Gilles Blanchard: Pattern Recognition from One Example by Chopping. NIPS 2005
2004
6EEGilles Blanchard, Christin Schäfer, Yves Rozenholc: Oracle Bounds and Exact Algorithm for Dyadic Classification Trees. COLT 2004: 378-392
5EELaurent Zwald, Olivier Bousquet, Gilles Blanchard: Statistical Properties of Kernel Principal Component Analysis. COLT 2004: 594-608
4EELaurent Zwald, Régis Vert, Gilles Blanchard, Pascal Massart: Kernel Projection Machine: a New Tool for Pattern Recognition. NIPS 2004
3EEGilles Blanchard: Different Paradigms for Choosing Sequential Reweighting Algorithms. Neural Computation 16(4): 811-836 (2004)
2EEGilles Blanchard: Un algorithme accéléré d'échantillonnage bayésien pour le modèle CART. Revue d'Intelligence Artificielle 18(3): 383-410 (2004)
2003
1EEGilles Blanchard, Gábor Lugosi, Nicolas Vayatis: On the Rate of Convergence of Regularized Boosting Classifiers. Journal of Machine Learning Research 4: 861-894 (2003)

Coauthor Index

1Sylvain Arlot [15]
2Olivier Bousquet [5] [13]
3François Fleuret [7] [11] [16]
4Motoaki Kawanabe [9] [10] [12] [17]
5Gábor Lugosi [1]
6Pascal Massart [4]
7Klaus-Robert Müller [9] [10] [12] [14] [17]
8Étienne Roquain [15]
9Yves Rozenholc [6] [14]
10Christin Schäfer [6] [14]
11Vladimir Spokoiny [9] [10] [12]
12Masashi Sugiyama [9] [10] [12] [17]
13Nicolas Vayatis [1]
14Régis Vert [4]
15Laurent Zwald [4] [5] [8] [13]

Colors in the list of coauthors

Copyright © Tue Nov 3 08:52:44 2009 by Michael Ley (ley@uni-trier.de)