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Contact

Dr. Arthur Gretton

Address: Spemannstr. 38
72076 Tübingen
Room number: 204
Phone: +49 7071 601 562
Fax: +49 7071 601 552
E-Mail: arthur.gretton

 

Picture of Gretton, Arthur, Dr.

Arthur Gretton

Position: Research Scientist  Unit: 

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Conference papers (37):

Gretton A Person and Desobry (April-2003) On-Line One-Class Support Vector Machines. An Application to Signal Segmentation In: IEEE ICASSP Vol. 2, IEEE ICASSP, 709-712.
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Gretton A Person, Herbrich R and Smola A (April-2003) The Kernel Mutual Information IEEE ICASSP, 880-883.
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Gretton A Person, Davy M , Doucet A and Rayner PJW (2001) Nonstationary Signal Classification using Support Vector Machines 11th IEEE Workshop on Statistical Signal Processing, 305-305.
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Gretton A Person, Doucet A , Herbrich R , Rayner P and Schölkopf B Person (2001) Support Vector Regression for Black-Box System Identification 11th IEEE Workshop on Statistical Signal Processing, 341-341.
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Contributions to books (2):

Gretton A Person, Smola AJ Person, Huang J Person, Schmittfull M Person, Borgwardt KM Person and Schölkopf B Person: Covariate Shift by Kernel Mean Matching, 131-160. In: Dataset Shift in Machine Learning, (Ed) J. Quiñonero Candela, MIT Press, Cambridge, MA, USA, (February-2009).
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Jegelka S Person and Gretton A Person: Brisk Kernel ICA, 225-250. In: Large Scale Kernel Machines, (Ed) L. Bottou, MIT Press, Cambridge, MA, USA, (September-2007).
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Technical reports (12):

Gretton A Person and Györfi L : Consistent Nonparametric Tests of Independence, 172, Max Planck Institute for Biological Cybernetics, Tübingen, Germany, (July-2009).
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Blaschko MB Person and Gretton A Person: Taxonomy Inference Using Kernel Dependence Measures, 181, Max-Planck Institute for Biological Cybernetics, Tübingen, Germany, (November-2008).
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Gretton A Person, Borgwardt K Person, Rasch M Person, Schölkopf B Person and Smola A Person: A Kernel Method for the Two-sample Problem, 157, Max-Planck-Institute for Biological Cybernetics Tübingen, (April-2008).
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Shen H Person, Jegelka S Person and Gretton A Person: Geometric Analysis of Hilbert Schmidt Independence criterion based ICA contrast function, PA006080, National ICT Australia, Canberra, Australia, (October-2006).
Fukumizu K Person, Bach F and Gretton A Person: Consistency of Kernel Canonical Correlation Analysis, 942, Institute of Statistical Mathematics, 4-6-7 Minami-azabu, Minato-ku, Tokyo 106-8569 Japan, (June-2005).
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Gretton A Person, Bousquet O Person, Smola AJ and Schölkopf B Person: Measuring Statistical Dependence with Hilbert-Schmidt Norms, 140, Max Planck Institute for Biological Cybernetics, Tübingen, Germany, (June-2005).
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Gretton A Person, Smola A , Bousquet O Person, Herbrich R , Schölkopf B Person and Logothetis NK Person: Behaviour and Convergence of the Constrained Covariance, 130, MPI for Biological Cybernetics, (2004).
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Bakir GH Person, Gretton A Person, Franz MO Person and Schölkopf B Person: Multivariate Regression with Stiefel Constraints, 128, MPI for Biological Cybernetics, Spemannstr 38, 72076, Tuebingen, (2004).
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Zhou D Person, Weston J Person, Gretton A Person, Bousquet O Person and Schölkopf B Person: Ranking on Data Manifolds, 113, Max Planck Institute for Biological Cybernetics, 72076 Tuebingen, Germany, (June-2003).
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Gretton A Person, Herbrich R and Smola AJ : The Kernel Mutual Information, Max Planck Institute for Biological Cybernetics, (April-2003).
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Gretton A Person, Herbrich R , Schölkopf B Person and Rayner PJW : Bound on the Leave-One-Out Error for 2-Class Classification using $nu$-{SVM}s, University of Cambridge, (2001).
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Gretton A Person, Herbrich R , Schölkopf B Person, Smola AJ and Rayner PJW : Bound on the Leave-One-Out Error for Density Support Estimation using $nu$-{SVM}s, University of Cambridge, (2001).

Posters (6):

Shelton JA Person, Blaschko MB Person, Gretton A Person, Müller J , Fischer E Person and Bartels A Person (December-2010): Similarities in resting state and feature-driven activity: Non-parametric evaluation of human fMRI, NIPS 2010 Workshop on Learning and Planning from Batch Time Series Data, Whistler, BC, Canada.
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Biessmann F Person, Gretton A Person, Meinecke FC , Zhang X Person, Rainer G Person, Logothetis NK Person, Müller K-R Person and Rauch A Person (July-2009): Investigating neurovascular coupling using canonical correlation analysis between pharmacological MRI and electrophysiology, Eighteenth Annual Computational Neuroscience Meeting (CNS*2009), Berlin, Germany, BMC Neuroscience, 10(Suppl 1) P86.
Ku S-P Person, Gretton A Person, Macke J Person, Tolias AT Person and Logothetis NK Person (June-2008): Analysis of Pattern Recognition Methods in Classifying Bold Signals in Monkeys at 7-Tesla, AREADNE 2008: Research in Encoding and Decoding of Neural Ensembles, Santorini, Greece.
Belitski A Person, Gretton A Person, Magri C Person, Murayama Y Person, Montemurro M , Logothetis NK Person and Panzeri S Person (November-2007): A time/frequency decomposition of information transmission by LFPs and spikes in the primary visual cortex, 37th Annual Meeting of the Society for Neuroscience (Neuroscience 2007), San Diego, CA, USA.
Smola AJ , Gretton A Person, Song L and Schölkopf B Person (October-2007): A Hilbert Space Embedding for Distributions, Proceedings of the 10th International Conference on Discovery Science (DS 2007), 10 40-41.
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Gretton A Person, Belitski A Person, Murayama Y Person, Schölkopf B Person and Logothetis NK Person (November-2005): Kernel methods for dependence testing in LFP-MUA, 35th Annual Meeting of the Society for Neuroscience (Neuroscience 2005), Washington, DC, USA.

Theses (1):

Gretton A Person: Kernel Methods for Classification and Signal Separation, University of Cambridge, Cambridge, (April-2003). PhD thesis
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Talks (4):

Gretton A Person and Györfi L (October-2008): Nonparametric Indepedence Tests: Space Partitioning and Kernel Approaches, 19th International Conference on Algorithmic Learning Theory (ALT08), Budapest, Hungary.
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Ku S-P Person, Gretton A Person, Macke J Person and Logothetis NK Person (October-2008) Abstract Talk: Pattern recognition methods in classifying fMRI data, 9th Conference of the Junior Neuroscientists of Tübingen (NeNa 2008), Ellwangen, Germany(11).
Fukumizu K Person, Gretton A Person and Smola A (July-2008): Painless Embeddings of Distributions: the Function Space View (Part 1), 25th International Conference on Machine Learning (ICML 2008), Helsinki, Finland.
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Gretton A Person (October-2007): Hilbert Space Representations of Probability Distributions, 2nd Workshop on Machine Learning and Optimization at the ISM, Tokyo, Japan.
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Last updated: Tuesday, 18.11.2014