PASCAL - Pattern 
Analysis, Statistical Modelling and Computational Learning

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Full NameArthur Gretton
TitleResearch Scientist
SiteMax Planck Institut für Biologische Kybernetik
StatusResearcher

Research Interests
Computational, Information-Theoretic Learning with Statistics
Learning/Statistics & Optimisation
Theory & Algorithms
Brain Computer Interfaces
Publications

Number of records: 54.

A Dependence Maximization View of Clustering Le Song, Alex Smola, Arthur Gretton and karsten borgwardt Conference or Workshop Item Item not available online. (2007)
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)
A Hilbert Space Embedding for Distributions Alex Smola, Arthur Gretton, Le Song and Bernhard Schölkopf Book Section (2007)
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)
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)
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)
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)
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)
An Online Support Vector Machine for Abnormal Events Detection Manuel Davy, Frederic Desobry, Arthur Gretton and Christian Doncarli Article (2002)
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)
Brisk Kernel ICA S Jegelka and Arthur Gretton Book Section Item not available online. (August 2006)
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)
Colored Maximum Variance Unfolding Le Song, Alex Smola, Karsten Borgwardt and Arthur Gretton Conference or Workshop Item Item not available online. (2007)
Consistency of Kernel Canonical Correlation Analysis Kenji Fukumizu, Francis Bach and Arthur Gretton Monograph (June 2005)
Consistent Nonparametric Tests of Independence Arthur Gretton and Laszlo Gyorfi Article Item not available online. (April 2010)
Consistent Nonparametric Tests of Independence Arthur Gretton and Laszlo Gyorfi Article Item not available online. (2008)
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)
Detecting the Direction of Causal Time Series Jonas Peters, Dominik Janzing, Arthur Gretton and Bernhard Schölkopf Article Item not available online. (2009)
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)
Fast Kernel ICA using an Approximate Newton Method Hao Shen, stefanie jegelka and Arthur Gretton Conference or Workshop Item Item not available online. (2007)
Feature Selection via Dependence Maximization Le Song, Alex Smola, Arthur Gretton, Justin Bedo and Karsten Borgwardt Article Item not available online. (May 2012)
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)
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)
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)
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)
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)
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)
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)
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)
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)
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)
Kernel Measures of Conditional Dependence Kenji Fukumizu, Arthur Gretton, xiaohai sun and Bernhard Schölkopf Conference or Workshop Item Item not available online. (2007)
Kernel Measures of Independence for non-iid Data Xinhua Zhang, Le Song, Arthur Gretton and Alex Smola Conference or Workshop Item (08 December 2008)
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)
Kernel Methods for Measuring Independence Arthur Gretton, Ralf Herbrich, Alex Smola, Olivier Bousquet and Bernhard Schölkopf Article Item not available online. (August 2005)
Kernel methods for testing independence Arthur Gretton, Ralf Herbrich, Alex Smola, Olivier Bousquet and Bernhard Schölkopf Article (2005)
Measuring Statistical Dependence with Hilbert-Schmidt Norms Arthur Gretton, Olivier Bousquet, Alex Smola and Bernhard Schölkopf Article (October 2005)
Measuring Statistical Dependence with Hilbert-Schmidt Norms Arthur Gretton, Olivier Bousquet, Alex Smola and Bernhard Schölkopf Monograph (May 2005)
Measuring statistical dependence with hilbert-schmidt norms Arthur Gretton, Olivier Bousquet, Alex Smola and Bernhard Schölkopf Conference or Workshop Item (2005)
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)
Multivariate regression with stiefel constraints Goekhan BakIr, Arthur Gretton, Matthias Franz and Bernhard Schoelkopf Monograph Item not available online. (July 2004)
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)
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)
Nonparametric independence tests: space partitioning and kernel approaches Arthur Gretton and Laszlo Gyorfi Book Section (02 October 2008)
Nonparametric tree graphical models Le Song, Arthur Gretton and Carlos Guestrin Conference or Workshop Item Item not available online. (2010)
Ranking on Data Manifolds Dengyong Zhou, Jason Weston, Arthur Gretton, Olivier Bousquet and Bernhard Schölkopf Conference or Workshop Item (2004)
Semi-supervised Kernel Canonical Correlation Analysis with Application to Human fMRI Matthew Blaschko, Jacquelyn Shelton, Andreas Bartels, Christoph Lampert and Arthur Gretton Article (2011)
Semi-Supervised Laplacian Regularization of Kernel Canonical Correlation Analysis Matthew Blaschko, Christoph Lampert and Arthur Gretton Conference or Workshop Item (September 2008)
Statistical Consistency of Kernel Canonical Correlation Analysis Kenji Fukumizu, Francis Bach and Arthur Gretton Article Item not available online. (February 2007)
Statistical Convergence of Kernel CCA K Fukumizu, F Bach and Arthur Gretton Conference or Workshop Item (December 2005)
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)
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)
The effect of artifacts on dependence measurement in fMRI. Arthur Gretton, A Belitski, Y Murayama, Bernhard Schölkopf and N Logothetis Article (May 2006)
The kernel mutual information Arthur Gretton, Ralf Herbrich and Alex Smola Monograph (16 April 2003)

This list was generated on Sat Oct 25 20:33:39 BST 2014.