Publications of A Gretton
All genres
Meeting Abstract (2)
61.
Meeting Abstract
Pattern recognition methods in classifying fMRI data. In 9th Conference of the Junior Neuroscientists of Tübingen (NeNa 2008), p. 11. 9th Conference of the Junior Neuroscientists of Tübingen (NeNa 2008), Ellwangen, Germany, October 27, 2008 - October 29, 2008. (2008)
Talk (7)
62.
Talk
Covariate Shift by Kernel Mean Matching. NIPS 2009 Workshop on Transfer Learning for Structured Data (TLSD-09), Whistler, BC, Canada (2009)
63.
Talk
Kernel Learning: Automatic Selection of Optimal Kernels. NIPS 2008 Workshop: Kernel Learning: Automatic Selection of Optimal Kernels, Whistler, BC, Canada (2008)
64.
Talk
Fundamentals of distribution embedding and characteristic kernels. ICML 2008 Tutorial: Painless embeddings of distributions: the function space view, Helsinki, Finland (2008)
65.
Talk
Painless Embeddings of Distributions: the Function Space View. 25th International Conference on Machine Learning (ICML 2008), Helsinki, Finland (2008)
66.
Talk
Measuring Conditional Dependence with Kernels. 2nd Workshop on Machine Learning and Optimization at the ISM, Tokyo, Japan (2007)
67.
Talk
Hilbert Space Representations of Probability Distributions. 2nd Workshop on Machine Learning and Optimization at the ISM, Tokyo, Japan (2007)
68.
Talk
ICA and Kernel Distribution Testing. Machine Learning Summer School (MLSS 2006), Canberra, Australia (2006)
Poster (7)
69.
Poster
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 (2010)
70.
Poster
Investigating neurovascular coupling using canonical correlation analysis between pharmacological MRI and electrophysiology. Eighteenth Annual Computational Neuroscience Meeting (CNS*2009), Berlin, Germany (2009)
71.
Poster
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 (2008)
72.
Poster
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 (2007)
73.
Poster
Kernel methods for dependence testing in LFP-MUA. 35th Annual Meeting of the Society for Neuroscience (Neuroscience 2005), Washington, DC, USA (2005)
74.
Poster
Kernel-based dependence detection in the Macaque visual cortex. Computational and Systems Neuroscience Meeting (COSYNE 2005), Salt Lake City, UT, USA (2005)
75.
Poster
Kernel-based measures of dependence in the Macaque visual cortex. Computational and Systems Neuroscience Meeting (COSYNE 2005), Salt Lake City, UT, USA (2005)
Thesis - PhD (1)
76.
Thesis - PhD
Kernel Methods for Classification and Signal Separation. Dissertation, University of Cambridge, Cambridge, UK (2003)
Report (12)
77.
Report
172). Max Planck Institute for Biological Cybernetics, Tübingen, Germany (2009), 35 pp.
Consistent Nonparametric Tests of Independence (Technical Report of the Max Planck Institute for Biological Cybernetics, 78.
Report
181). Max Planck Institute for Biological Cybernetics, Tübingen, Germany (2008), 11 pp.
Taxonomy Inference Using Kernel Dependence Measures (Technical Report of the Max Planck Institute for Biological Cybernetics, 79.
Report
157). Max Planck Institute for Biological Cybernetics, Tübingen, Germany (2008), 44 pp.
A Kernel Method for the Two-sample Problem (Technical Report of the Max Planck Institute for Biological Cybernetics, 80.
Report
Geometric Analysis of Hilbert Schmidt Independence criterion based ICA contrast function. National ICT Australia (2006)