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Browsing by Author Schoelkopf, Bernhard

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Showing results 1 to 20 of 33

A Hilbert space embedding for distributions

Author(s)Smola, Alexander; Gretton, Arthur; Song, Le, et al
TypeConference paper
Date Published2007
Date CreatedOctober 1-4 2007
01_Gretton_A_kernel_method_for_the_2007.pdf.jpg

A kernel method for the two-sample-problem

Author(s)Gretton, Arthur; Borgwardt, Karsten; Rasch, Malte J., et al
TypeConference paper
Date Published2007
Date CreatedDecember 2006
01_Gretton_A_kernel_method_to_comparing_2007.pdf.jpg

A kernel method to comparing distributions

Author(s)Gretton, Arthur; Borgwardt, Karsten; Rasch, Malte J., et al
TypeConference paper
Date Published2007
Date CreatedJuly 22-26 2007
01_Gretton_A_kernel_statistical_test_of_2008.pdf.jpg

A kernel statistical test of independence

Author(s)Gretton, Arthur; Fukumizu, Kenji; Teo, Choon-Hui, et al
TypeConference paper
Date Published2008
Date CreatedDecember 3-8 2007

A Kernel Two-Sample Test

Author(s)Gretton, Arthur; Borgwardt, Karsten; Rasch, Malte J, et al
TypeJournal article
Date Published2012
Date Created-

A Short Introduction to Learning with Kernels

Author(s)Schoelkopf, Bernhard; Smola, Alexander
TypeBook chapter
Date Published2003
Date Created-

A tutorial on support vector regression

Author(s)Smola, Alexander; Schoelkopf, Bernhard
TypeJournal article
Date Published2004
Date Created-

An Improved Training Algorithm for Kernel Fisher Discriminants

Author(s)Mika, Sebastian; Smola, Alexander; Schoelkopf, Bernhard
TypeBook chapter
Date Published2001
Date Created-

Bayesian Kernel Methods

Author(s)Smola, Alexander; Schoelkopf, Bernhard
TypeBook chapter
Date Published2003
Date Created-

Constructing boosting algorithms from SVMs: an application to one-class classification

Author(s)Raetsch, Gunnar; Mika, Sebastian; Schoelkopf, Bernhard, et al
TypeJournal article
Date Published2002
Date Created-

Constructing Descriptive and Discriminative Nonlinear Features: Rayleigh Coefficients in Kernel Feature Spaces

Author(s)Mika, Sebastian; Raetsch, Gunnar; Weston, Jason, et al
TypeJournal article
Date Published2003
Date Created-
01_Huang_Correcting_sample_selection_2007.pdf.jpg

Correcting sample selection bias by unlabeled data

Author(s)Huang, Jiayuan; Smola, Alexander; Gretton, Arthur, et al
TypeConference paper
Date Published2007
Date CreatedDecember 2006

Entropy Numbers for Convex Combinations and MLPs

Author(s)Smola, Alexander; Elisseeff, A; Schoelkopf, Bernhard, et al
TypeBook chapter
Date Published2000
Date Created-

Entropy Numbers of Linear Function Classes

Author(s)Williamson, Robert; Smola, Alexander; Schoelkopf, Bernhard
TypeConference paper
Date Published2000
Date CreatedJune 28 2000

Estimating the Support of a High-dimensional Distribution

Author(s)Schoelkopf, Bernhard; Platt, John C; Shawe-Taylor, John, et al
TypeJournal article
Date Published2001
Date Created-

Experimentally Optimal (nu) in Support Vector Regression for Different Noise Models and Parameter Settings

Author(s)Chalimourda, Athanassia; Schoelkopf, Bernhard; Smola, Alexander
TypeJournal article
Date Published2004
Date Created-

Generalization Performance of Regularization Networks and Support Vector Machines Via Entropy Numbers of Compact Operators

Author(s)Williamson, Robert; Smola, Alexander; Schoelkopf, Bernhard
TypeJournal article
Date Published2001
Date Created-

Integrating structured biological data by kernel maximum mean discrepancy

Author(s)Borgwardt, Karsten; Gretton, Arthur; Rasch, Malte J., et al
TypeJournal article
Date Published2006
Date Created-

Invariant Feature Extraction and Classification in Kernel Spaces

Author(s)Mika, Sebastian; Raetsch, Gunnar; Weston, Jason, et al
TypeConference paper
Date Published2000
Date CreatedNovember 29 1999

Kernel constrained covariance for dependence measurement

Author(s)Gretton, Arthur; Smola, Alexander; Bousquet, Olivier, et al
TypeConference paper
Date Published2005
Date Created6-8 January 2005

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