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A compression approach to support vector model selection
Ulrike Von Luxburg, Olivier Bousquet and Bernhard Schölkopf
Article
(April 2004)
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Behaviour and Convergence of the Constrained Covariance
Arthur Gretton, Alex Smola, Olivier Bousquet, Ralf Herbrich, Bernhard Schoelkopf and Nikos Logothetis
Monograph
Item not available online.
(October 2004)
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Combining PAC-Bayesian and generic chaining bounds
Jean-Yves Audibert and Olivier Bousquet
Article
Item not available online.
(20 April 2007)
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Concentration inequalities
Stephane Boucheron, Olivier Bousquet and Gábor Lugosi
Book Section
Item not available online.
(2004)
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Distance-based classification with Lipschitz functions
Ulrike Von Luxburg and Olivier Bousquet
Article
(June 2004)
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Feature selection and transduction for prediction of molecular bioactivity for drug design
Jason Weston, Fernando Perez-Cruz, Andre Elisseeff, Olivier Bousquet, Olivier Chapelle and Bernhard Schölkopf
Article
Item availablity restricted.
(June 2003)
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Hilbertian metrics and positive definite kernels on probability measures
Matthias Hein and Olivier Bousquet
Conference or Workshop Item
(28 September 2004)
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Kernel Based Depdendence Detection in the Macaque Visual Cortex
Arthur Gretton, Alex Smola, Olivier Bousquet, Ralf Herbrich, Andrei Belitski, Mark Augath, Yusuke Murayama, Bernhard Schölkopf and Nikos Logothetis
Conference or Workshop Item
Item not available online.
(January 2005)
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Kernel constrained covariance for dependence measurement
Arthur Gretton, Alex Smola, Olivier Bousquet, Ralf Herbrich, Andreas Belitski, M Augath, Y Murayama, J Pauls, Bernhard Schölkopf and Nikos Logothetis
Conference or Workshop Item
(2005)
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Kernel Constrained Covariance for Dependence Measurement
Arthur Gretton, Alex Smola, Olivier Bousquet, Ralf Herbrich, Andrei Belitski, Mark Augath, Yusuke Murayama, John Pauls, Bernhard Schölkopf and Nikos Logothetis
Conference or Workshop Item
(January 2005)
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Kernel Constrained Covariance for Dependence Measurement
Arthur Gretton, Alex Smola, Olivier Bousquet, Ralf Herbrich, Andrei Belitski, Mark Augath, Yusuke Murayama, Jon Pauls, Bernhard Schölkopf and Nikos Logothetis
Conference or Workshop Item
Item not available online.
(05 January 2005)
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Kernel methods and their applications to signal processing
Olivier Bousquet and Fernando Perez-Cruz
Conference or Workshop Item
Item not available online.
(March 2003)
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Kernel Methods and Their Potential Use in Signal Processing
Fernando Perez-Cruz and Olivier Bousquet
Article
Item not available online.
(May 2004)
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Kernel Methods for Measuring Independence
Arthur Gretton, Ralf Herbrich, Alex Smola, Olivier Bousquet and Bernhard Schölkopf
Article
Item not available online.
(August 2005)
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Kernel methods for testing independence
Arthur Gretton, Ralf Herbrich, Alex Smola, Olivier Bousquet and Bernhard Schölkopf
Article
(2005)
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Learning with Local and Global Consistency
Dengyong Zhou, Olivier Bousquet, Thomas Navin Lal, Jason Weston and Bernhard Schölkopf
Conference or Workshop Item
(2004)
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Maximal margin classification for metric spaces
Matthias Hein, Olivier Bousquet and Bernhard Schölkopf
Article
Item availablity restricted.
(09 February 2004)
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Measuring Statistical Dependence with Hilbert-Schmidt Norms
Arthur Gretton, Olivier Bousquet, Alex Smola and Bernhard Schölkopf
Article
(October 2005)
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Measuring Statistical Dependence with Hilbert-Schmidt Norms
Arthur Gretton, Olivier Bousquet, Alex Smola and Bernhard Schölkopf
Monograph
(May 2005)
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Measuring statistical dependence with hilbert-schmidt norms
Arthur Gretton, Olivier Bousquet, Alex Smola and Bernhard Schölkopf
Conference or Workshop Item
(2005)
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Moment inequalities for functions of independent random
variables.
Stephane Boucheron, Olivier Bousquet, Gábor Lugosi and Pascal Massart
Article
Item not available online.
(2005)
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On the Convergence of Spectral Clustering on Random Samples: The Normalized Case
Ulrike von Luxburg, Olivier Bousquet and Mikhail Belkin
Conference or Workshop Item
(July 2004)
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Ranking on Data Manifolds
Dengyong Zhou, Jason Weston, Arthur Gretton, Olivier Bousquet and Bernhard Schölkopf
Conference or Workshop Item
(2004)
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Statistical Learning Theory
Olivier Bousquet, Stephane Boucheron and Gábor Lugosi
Book Section
Item not available online.
(2004)
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Statistical Performance of Support Vector Machines
Gilles Blanchard, Olivier Bousquet and Pascal Massart
Article
Item not available online.
(2008)
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Statistical performance of support vector machines
Pascal Massart, Gilles Blanchard and Olivier Bousquet
Article
Item not available online.
(2004)
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Statistical Properties of Kernel Principal Component Analysis
Gilles Blanchard, Olivier Bousquet and Laurent Zwald
Article
(March 2007)
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Statistical Properties of Kernel Principal Component Analysis
Olivier Bousquet, Laurent Zwald and Gilles Blanchard
Conference or Workshop Item
(July 2004)
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Statistical Properties of Kernel Principal Component Analysis
Laurent Zwald, Olivier Bousquet and Gilles Blanchard
Conference or Workshop Item
Item not available online.
(2004)
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Theory of classification: some recent advances
Stephane Boucheron, Olivier Bousquet and Gábor Lugosi
Article
Item not available online.
(22 November 2005)
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Theory of classification: some recent advances
Olivier Bousquet, Stephane Boucheron and Gábor Lugosi
Article
Item not available online.
(2004)
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Unsupervised Learning
Zoubin Ghahramani
Book Section
(2004)
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