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Articles (2): | |
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Sriperumbudur BK  , Gretton A , Fukumizu K , Schölkopf B and (April-2010) Hilbert Space Embeddings and Metrics on Probability Measures
Journal of Machine Learning Research 11 1517-1561.
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Fukumizu K , and Gretton A (February-2007) Statistical Consistency of Kernel Canonical Correlation Analysis
Journal of Machine Learning Research 8 361-383.
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Conference papers (12): | |
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Dinuzzo F and Fukumizu K (November-2011) Learning low-rank output kernels
In: JMLR Workshop and Conference Proceedings Volume 20, 3rd Asian Conference on Machine Learning (ACML 2011), JMLR, Cambridge, MA, USA, 181-196.
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Sriperumbudur BK , Fukumizu K , Gretton A , Schölkopf B and (June-2010) Non-parametric estimation of integral
probability metrics
IEEE International Symposium on Information Theory (ISIT 2010), IEEE, Piscataway, NJ, USA, 1428-1432.
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Gretton A , Fukumizu K , Harchaoui Z and Sriperumbudur BK (April-2010) A Fast, Consistent Kernel Two-Sample Test
In: Advances in Neural Information Processing Systems 22, 23rd Annual Conference on Neural Information Processing Systems (NIPS 2009), Curran, Red Hook, NY, USA, 673-681.
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Sriperumbudur BK , Fukumizu K , Gretton A , and Schölkopf B (April-2010) Kernel Choice and Classifiability for RKHS
Embeddings of Probability Distributions
In: Advances in Neural Information Processing Systems 22, 23rd Annual Conference on Neural Information Processing Systems (NIPS 2009), Curran, Red Hook, NY, USA, 1750-1758.
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Fukumizu K , Sriperumbudur BK , Gretton A and Schölkopf B (June-2009) Characteristic Kernels on Groups and Semigroups
In: Advances in neural information processing systems 21, Twenty-Second Annual Conference on Neural Information Processing Systems (NIPS 2008), Curran, Red Hook, NY, USA, 473-480.
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Gretton A , Fukumizu K , , , Schölkopf B and (September-2008) A Kernel Statistical Test of Independence
In: Advances in neural information processing systems 20, Twenty-First Annual Conference on Neural Information Processing Systems (NIPS 2007), Curran, Red Hook, NY, USA, 585-592.
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Fukumizu K , Gretton A , Sun X and Schölkopf B (September-2008) Kernel Measures of Conditional Dependence
In: Advances in neural information processing systems 20, Twenty-First Annual Conference on Neural Information Processing Systems (NIPS 2007), Curran, Red Hook, NY, USA, 489-496.
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Schölkopf B , Sriperumbudur BK , Gretton A and Fukumizu K (August-2008) RKHS Representation of Measures Applied to Homogeneity, Independence, and Fourier Optics
In: OWR 2008, 30. Oberwolfach Report, Mathematisches Forschungsinstitut, Oberwolfach-Walke, Germany, 42-44.
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Sriperumbudur BK , Gretton A , Fukumizu K , and Schölkopf B (July-2008) Injective Hilbert Space Embeddings of Probability Measures
In: COLT 2008, 21st Annual Conference on Learning Theory, Omnipress, Madison, WI, USA, 111-122.
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Sun X , Janzing D , Schölkopf B and Fukumizu K (June-2007) A Kernel-Based Causal Learning Algorithm
In: ICML 2007, 24th Annual International Conference on Machine Learning, ACM Press, New York, NY, USA, 855-862.
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Fukumizu K , and Gretton A (May-2006) Statistical Convergence of Kernel CCA
In: Advances in neural information processing systems 18, Nineteenth Annual Conference on Neural Information Processing Systems (NIPS 2005), MIT Press, Cambridge, MA, USA, 387-394.
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Fukumizu K (December-2005) Infinite dimensional exponential families by reproducing kernel Hilbert spaces
In: IGAIA 2005, 2nd International Symposium on Information Geometry and its Applications, 324-333.
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Technical reports (1): | |
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Fukumizu K , and Gretton A : 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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Talks (1): | |
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Fukumizu K , Gretton A and (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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Last updated: Monday, 16.01.2012