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Journal Article (1)

1.
Journal Article
Sriperumbudur, B.; Gretton, A.; Fukumizu, K.; Schölkopf, B.; Lanckriet, G.: Hilbert Space Embeddings and Metrics on Probability Measures. Journal of Machine Learning Research 11, pp. 1517 - 1561 (2010)

Conference Paper (7)

2.
Conference Paper
Sriperumbudur, B.; Fukumizu, K.; Gretton, A.; Schölkopf, B.; Lanckriet, G.: Non-parametric estimation of integral probability metrics. In: IEEE International Symposium on Information Theory (ISIT 2010), pp. 1428 - 1432. IEEE International Symposium on Information Theory (ISIT 2010), Austin, TX, USA, June 13, 2010 - June 18, 2010. IEEE, Piscataway, NJ, USA (2010)
3.
Conference Paper
Gretton, A.; Fukumizu, K.; Harchaoui, Z.; Sriperumbudur, B.: A Fast, Consistent Kernel Two-Sample Test. In: Advances in Neural Information Processing Systems 22, pp. 673 - 681 (Eds. Bengio, Y.; Schuurmans, D.; Lafferty, J.; Williams, C.; Culotta, A.). 23rd Annual Conference on Neural Information Processing Systems (NIPS 2009), Vancouver, BC, Canada, December 07, 2009 - December 10, 2009. Curran, Red Hook, NY, USA (2010)
4.
Conference Paper
Sriperumbudur, B.; Fukumizu, K.; Gretton, A.; Lanckriet, G.; Schölkopf, B.: Kernel Choice and Classifiability for RKHS Embeddings of Probability Distributions. In: Advances in Neural Information Processing Systems 22, pp. 1750 - 1758 (Eds. Bengio, Y.; Schuurmans, D.; Lafferty, J.; Williams, C.; Culotta, A.). 23rd Annual Conference on Neural Information Processing Systems (NIPS 2009), Vancouver, BC, Canada, December 07, 2009 - December 10, 2009. Curran, Red Hook, NY, USA (2010)
5.
Conference Paper
Jegelka, S.; Gretton, A.; Schölkopf, B.; Sriperumbudur, B.; von Luxburg, U.: Generalized Clustering via Kernel Embeddings. In: KI 2009: Advances in Artificial Intelligence: 32nd Annual German Conference on AI, Paderborn, Germany, September 15-18, 2009, pp. 144 - 152 (Eds. Mertsching, B.; Hund, M.; Aziz, Z.). 32nd Annual Conference on Artificial Intelligence (KI 2009), Paderborn, Germany, September 15, 2009 - September 18, 2009. Springer, Berlin, Germany (2009)
6.
Conference Paper
Fukumizu, K.; Sriperumbudur, B.; Gretton, A.; Schölkopf, B.: Characteristic Kernels on Groups and Semigroups. In: Advances in neural information processing systems 21, pp. 473 - 480 (Eds. Koller, D.; Schuurmans, D.; Bengio, Y.; Bottou, L.). Twenty-Second Annual Conference on Neural Information Processing Systems (NIPS 2008), Vancouver, BC, Canada, December 08, 2008 - December 10, 2008. Curran, Red Hook, NY, USA (2009)
7.
Conference Paper
Schölkopf, B.; Sriperumbudur, B.; Gretton, A.; Fukumizu, K.: RKHS Representation of Measures Applied to Homogeneity, Independence, and Fourier Optics. In: 30. Oberwolfach Report: Workshop Learning Theory and Approximation, pp. 42 - 44 (Eds. Jetter, K.; Smale, S.; Zhou, D.-X.). 30. Oberwolfach Report, Oberwolfach, Germany, June 29, 2008 - July 05, 2008. Mathematisches Forschungsinstitut, Oberwolfach-Walke, Germany (2008)
8.
Conference Paper
Sriperumbudur, B.; Gretton, A.; Fukumizu, K.; Lanckriet, G.; Schölkopf, B.: Injective Hilbert Space Embeddings of Probability Measures. In: 21st Annual Conference on Learning Theory (COLT 2008), pp. 111 - 122 (Eds. Servedio, R.; Zhang, T.). 21st Annual Conference on Learning Theory (COLT 2008), Helsinki, Finland, July 09, 2008 - July 12, 2008. Omnipress, Madison, WI, USA (2008)
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