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A Dependence Maximization View of Clustering
Le Song, Alex Smola, Arthur Gretton and karsten borgwardt
Conference or Workshop Item
Item not available online.
(2007)
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A Hilbert Space Embedding for Distributions
Alex Smola, Arthur Gretton, Le Song and Bernhard Schölkopf
Conference or Workshop Item
Item not available online.
(October 2007)
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A Hilbert Space Embedding for Distributions
Alex Smola, Arthur Gretton, Le Song and Bernhard Schölkopf
Book Section
(2007)
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A Kernel Approach to Comparing Distributions
Arthur Gretton, Karsten M. Borgwardt, Malte Rasch, Bernhard Schölkopf and Alex Smola
Conference or Workshop Item
Item not available online.
(24 July 2007)
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A Kernel Approach to Comparing Distributions
Arthur Gretton, Karsten M. Borgwardt, Malte Rasch, Bernhard Schölkopf and Alex Smola
Conference or Workshop Item
Item not available online.
(24 July 2007)
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A Kernel Method for the Two-Sample-Problem
Arthur Gretton, K Borgwardt, M Rasch, Bernhard Schölkopf and Alex Smola
Conference or Workshop Item
Item not available online.
(June 2006)
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A Kernel Method for the Two-Sample-Problem
Arthur Gretton, Karsten M. Borgwardt, Malte Rasch, Bernhard Schölkopf and Alex Smola
Conference or Workshop Item
Item not available online.
(2007)
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A Kernel Test of Statistical Dependence
Arthur Gretton, kenji fukumizu, Choon Hui Teo, Le Song, Bernhard Schölkopf and Alex Smola
Conference or Workshop Item
Item not available online.
(2007)
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An Online Support Vector Machine for Abnormal Events Detection
Manuel Davy, Frederic Desobry, Arthur Gretton and Christian Doncarli
Article
(2002)
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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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Brisk Kernel ICA
S Jegelka and Arthur Gretton
Book Section
Item not available online.
(August 2006)
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Characteristic Kernels on Structured Domains Excel in Robotics and Human Action Recognition
Somayeh Danafar, Arthur Gretton and Juergen Schmidhuber
Conference or Workshop Item
Item not available online.
(2010)
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Colored Maximum Variance Unfolding
Le Song, Alex Smola, Karsten Borgwardt and Arthur Gretton
Conference or Workshop Item
Item not available online.
(2007)
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Consistency of Kernel Canonical Correlation Analysis
Kenji Fukumizu, Francis Bach and Arthur Gretton
Monograph
(June 2005)
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Consistent Nonparametric Tests of Independence
Arthur Gretton and Laszlo Gyorfi
Article
Item not available online.
(April 2010)
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Consistent Nonparametric Tests of Independence
Arthur Gretton and Laszlo Gyorfi
Article
Item not available online.
(2008)
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Correcting Sample Selection Bias by Unlabeled Data
J. Huang, Alex Smola, Arthur Gretton, K Borgwardt and Bernhard Schölkopf
Conference or Workshop Item
Item not available online.
(June 2006)
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Detecting the Direction of Causal Time Series
Jonas Peters, Dominik Janzing, Arthur Gretton and Bernhard Schölkopf
Article
Item not available online.
(2009)
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Discriminative frequent subgraph mining with optimality guarantees
Marisa Thoma, Hong Cheng, Arthur Gretton, Jiawei Han, Hans-Peter Kriegel, Alexander J. Smola, Le Song, Philip S. Yu, Xifeng Yan and Karsten Borgwardt
Article
Item not available online.
(October 2010)
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Fast Kernel ICA using an Approximate Newton Method
Hao Shen, stefanie jegelka and Arthur Gretton
Conference or Workshop Item
Item not available online.
(2007)
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Feature Selection via Dependence Maximization
Le Song, Alex Smola, Arthur Gretton, Justin Bedo and Karsten Borgwardt
Article
Item not available online.
(May 2012)
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Gene selection via the BAHSIC family of algorithms
Le Song, Justin Bedo, karsten borgwardt, Arthur Gretton and Alex Smola
Article
Item not available online.
(July 2007)
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Hilbert Space Embeddings and Metrics on Probability Measures
Bharath Sriperumbudur, Arthur Gretton, Kenji Fukumizu, Bernhard Schölkopf and Gert Lanckriet
Article
Item not available online.
(2010)
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Inferring spike trains from local field potentials.
Malte Rasch, Arthur Gretton, Yusuke Murayama, Wolfgang Maass and Nikos Logothetis
Article
Item not available online.
(August 2007)
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Integrating structured biological data by Kernel Maximum Mean Discrepancy
K Borgwardt, Arthur Gretton, M Rasch, H.-P. Kriegel, Bernhard Schölkopf and Alex Smola
Article
(15 July 2006)
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Integrating structured biological data by Kernel Maximum Mean Discrepancy
Karsten M. Borgwardt, Arthur Gretton, Malte Rasch, Hans-Peter Kriegel, Bernhard Schölkopf and Alex Smola
Conference or Workshop Item
Item not available online.
(July 2006)
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Integrating structured biological data by Kernel Maximum Mean Discrepancy
Karsten M. Borgwardt, Arthur Gretton, Malte Rasch, Hans-Peter Kriegel, Bernhard Schölkopf and Alex Smola
Article
Item not available online.
(2006)
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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 Measures of Conditional Dependence
Kenji Fukumizu, Arthur Gretton, xiaohai sun and Bernhard Schölkopf
Conference or Workshop Item
Item not available online.
(2007)
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Kernel Measures of Independence for non-iid Data
Xinhua Zhang, Le Song, Arthur Gretton and Alex Smola
Conference or Workshop Item
(08 December 2008)
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Kernel Methods for Dependence Testing in LFP-MUA
Arthur Gretton, Andrei Belitski, Yusuke Murayama, Bernhard Schölkopf and Nikos Logothetis
Conference or Workshop Item
Item not available online.
(May 2005)
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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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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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Multivariate Regression via Stiefel Constraints
Goekhan BakIr, Arthur Gretton, Matthias Franz and Bernhard Schölkopf
Conference or Workshop Item
Item not available online.
(30 August 2004)
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Multivariate regression with stiefel constraints
Goekhan BakIr, Arthur Gretton, Matthias Franz and Bernhard Schoelkopf
Monograph
Item not available online.
(July 2004)
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Near-optimal supervised feature selection among frequent subgraphs
Marisa Thoma, Hong Cheng, Arthur Gretton, Jiawei Han, Hans-Peter Kriegel, Alex Smola, Le Song, Philip Yu, Xifeng Yan and Karsten Borgwardt
Article
Item not available online.
(05 October 2008)
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Non-parametric estimation of integral probability metrics
Bharath Sriperumbudur, Kenji Fukumizu, Arthur Gretton, Bernhard Schölkopf and Gert Lanckriet
Conference or Workshop Item
Item not available online.
(2010)
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Nonparametric independence tests: space partitioning and kernel approaches
Arthur Gretton and Laszlo Gyorfi
Book Section
(02 October 2008)
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Nonparametric tree graphical models
Le Song, Arthur Gretton and Carlos Guestrin
Conference or Workshop Item
Item not available online.
(2010)
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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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Semi-supervised Kernel Canonical Correlation Analysis with Application to Human fMRI
Matthew Blaschko, Jacquelyn Shelton, Andreas Bartels, Christoph Lampert and Arthur Gretton
Article
(2011)
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Semi-Supervised Laplacian Regularization of Kernel Canonical Correlation Analysis
Matthew Blaschko, Christoph Lampert and Arthur Gretton
Conference or Workshop Item
(September 2008)
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Statistical Consistency of Kernel Canonical Correlation Analysis
Kenji Fukumizu, Francis Bach and Arthur Gretton
Article
Item not available online.
(February 2007)
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Statistical Convergence of Kernel CCA
K Fukumizu, F Bach and Arthur Gretton
Conference or Workshop Item
(December 2005)
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Supervised Feature Selection via Dependence Estimation
Le Song, Alex Smola, Arthur Gretton, karsten borgwardt and Justin Bedo
Conference or Workshop Item
Item not available online.
(2007)
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Tailoring Density Estimation via Reproducing Kernel Moment Matching
Le Song, Xinhua Zhang, Alex Smola, Arthur Gretton and Bernhard Schölkopf
Conference or Workshop Item
(June 2008)
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The effect of artifacts on dependence measurement in fMRI.
Arthur Gretton, A Belitski, Y Murayama, Bernhard Schölkopf and N Logothetis
Article
(May 2006)
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The kernel mutual information
Arthur Gretton, Ralf Herbrich and Alex Smola
Monograph
(16 April 2003)
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