Publikationen von K Fukumizu
Alle Typen
Zeitschriftenartikel (3)
1.
Zeitschriftenartikel
11, S. 1517 - 1561 (2010)
Hilbert Space Embeddings and Metrics on Probability Measures. Journal of Machine Learning Research 2.
Zeitschriftenartikel
3 (4), S. 1285 - 1294 (2009)
Discussion of: Brownian distance covariance. The Annals of Applied Statistics 3.
Zeitschriftenartikel
8, S. 361 - 383 (2007)
Statistical Consistency of Kernel Canonical Correlation Analysis. The Journal of Machine Learning Research Konferenzbeitrag (12)
4.
Konferenzbeitrag
Learning low-rank output kernels. In: Asian Conference on Machine Learning, 14-15 November 2011, South Garden Hotels and Resorts, Taoyuan, Taiwain, S. 181 - 196 (Hg. Hsu, C.-N.; Lee, W.). 3rd Asian Conference on Machine Learning (ACML 2011), Taoyuan, Taiwan. JMLR, Cambridge, MA, USA (2011)
5.
Konferenzbeitrag
Non-parametric estimation of integral probability metrics. In: IEEE International Symposium on Information Theory (ISIT 2010), S. 1428 - 1432. IEEE International Symposium on Information Theory (ISIT 2010), Austin, TX, USA, 13. Juni 2010 - 18. Juni 2010. IEEE, Piscataway, NJ, USA (2010)
6.
Konferenzbeitrag
A Fast, Consistent Kernel Two-Sample Test. In: Advances in Neural Information Processing Systems 22, S. 673 - 681 (Hg. Bengio, Y.; Schuurmans, D.; Lafferty, J.; Williams, C.; Culotta, A.). 23rd Annual Conference on Neural Information Processing Systems (NIPS 2009), Vancouver, BC, Canada, 07. Dezember 2009 - 10. Dezember 2009. Curran, Red Hook, NY, USA (2010)
7.
Konferenzbeitrag
Kernel Choice and Classifiability for RKHS Embeddings of Probability Distributions. In: Advances in Neural Information Processing Systems 22, S. 1750 - 1758 (Hg. Bengio, Y.; Schuurmans, D.; Lafferty, J.; Williams, C.; Culotta, A.). 23rd Annual Conference on Neural Information Processing Systems (NIPS 2009), Vancouver, BC, Canada, 07. Dezember 2009 - 10. Dezember 2009. Curran, Red Hook, NY, USA (2010)
8.
Konferenzbeitrag
Characteristic Kernels on Groups and Semigroups. In: Advances in neural information processing systems 21, S. 473 - 480 (Hg. Koller, D.; Schuurmans, D.; Bengio, Y.; Bottou, L.). Twenty-Second Annual Conference on Neural Information Processing Systems (NIPS 2008), Vancouver, BC, Canada, 08. Dezember 2008 - 10. Dezember 2008. Curran, Red Hook, NY, USA (2009)
9.
Konferenzbeitrag
Kernel Measures of Conditional Dependence. In: Advances in Neural Information Processing Systems 20: 21st Annual Conference on Neural Information Processing Systems 2007, S. 489 - 496 (Hg. Platt, C.; Koller, D.; Singer, Y.; Roweis, S.). Twenty-First Annual Conference on Neural Information Processing Systems (NIPS 2007), Vancouver, BC, Canada, 03. Dezember 2007 - 06. Dezember 2007. Curran, Red Hook, NY, USA (2008)
10.
Konferenzbeitrag
A Kernel Statistical Test of Independence. In: Advances in Neural Information Processing Systems 20: 21st Annual Conference on Neural Information Processing Systems 2007, S. 585 - 592 (Hg. Platt, J.; Koller, D.; Singer, Y.; Roweis, S.). Twenty-First Annual Conference on Neural Information Processing Systems (NIPS 2007), Vancouver, BC, Canada, 03. Dezember 2007 - 06. Dezember 2007. Curran, Red Hook, NY, USA (2008)
11.
Konferenzbeitrag
RKHS Representation of Measures Applied to Homogeneity, Independence, and Fourier Optics. In: 30. Oberwolfach Report: Workshop Learning Theory and Approximation, S. 42 - 44 (Hg. Jetter, K.; Smale, S.; Zhou, D.-X.). 30. Oberwolfach Report, Oberwolfach, Germany, 29. Juni 2008 - 05. Juli 2008. Mathematisches Forschungsinstitut, Oberwolfach-Walke, Germany (2008)
12.
Konferenzbeitrag
Injective Hilbert Space Embeddings of Probability Measures. In: 21st Annual Conference on Learning Theory (COLT 2008), S. 111 - 122 (Hg. Servedio, R.; Zhang, T.). 21st Annual Conference on Learning Theory (COLT 2008), Helsinki, Finland, 09. Juli 2008 - 12. Juli 2008. Omnipress, Madison, WI, USA (2008)
13.
Konferenzbeitrag
A Kernel-Based Causal Learning Algorithm. In: ICML '07: 24th International Conference on Machine Learning, S. 855 - 862 (Hg. Ghahramani, Z.). 24th Annual International Conference on Machine Learning (ICML 2007), Corvallis, OR, USA, 20. Juni 2007 - 24. Juni 2007. ACM Press, New York, NY, USA (2007)
14.
Konferenzbeitrag
Schölkopf, B.; Platt, J.). Nineteenth Annual Conference on Neural Information Processing Systems (NIPS 2005), Vancouver, BC, Canada, 05. Dezember 2005 - 08. Dezember 2005. MIT Press, Cambridge, MA, USA (2006)
Statistical Convergence of Kernel CCA. In: Advances in Neural Information Processing Systems 18: Proceedings of the 2005 Conference, S. 387 - 394 (Hg. Weiss, Y.; 15.
Konferenzbeitrag
Infinite dimensional exponential families by reproducing kernel Hilbert spaces. In: 2nd International Symposium on Information Geometry and its Applications (IGAIA 2005), S. 324 - 333. 2nd International Symposium on Information Geometry and its Applications (IGAIA 2005), Tokyo, Japan, 12. Dezember 2005 - 16. Dezember 2005. (2005)
Vortrag (3)
16.
Vortrag
Painless Embeddings of Distributions: the Function Space View. 25th International Conference on Machine Learning (ICML 2008), Helsinki, Finland (2008)
17.
Vortrag
Measuring Conditional Dependence with Kernels. 2nd Workshop on Machine Learning and Optimization at the ISM, Tokyo, Japan (2007)
18.
Vortrag
Hilbert Space Representations of Probability Distributions. 2nd Workshop on Machine Learning and Optimization at the ISM, Tokyo, Japan (2007)
Bericht (1)
19.
Bericht
Consistency of Kernel Canonical Correlation Analysis. Institute of Statistical Mathematics, Tokyo, Japan (2005), 22 S.