Ei_header
Nobody
Bharath K Sriperumbudur
Position: PhD Student
Room no.: 205
Phone: +49-7071-601-558

Export search results as: [BibTex]

2014
Conference Papers
2012
Articles
Conference Papers
  • A. Gretton, B. Sriperumbudur, D. Sejdinovic, H. Strathmann, S. Balakrishnan, M. Pontil, K. Fukumizu (2012). Optimal kernel choice for large-scale two-sample tests In: Advances in Neural Information Processing Systems 25, (Ed) P Bartlett and FCN Pereira and CJC. Burges and L Bottou and KQ Weinberger, Curran Associates Inc., 1214–1222, 26th Annual Conference on Neural Information Processing Systems (NIPS 2012)
  • D. Sejdinovic, A. Gretton, B. Sriperumbudur, K. Fukumizu (2012). Hypothesis testing using pairwise distances and associated kernels In: Proceedings of the 29th International Conference on Machine Learning, (Ed) J Langford and J Pineau, Omnipress, New York, NY, USA, 1111–1118, ICML 2012
2010
Conference Papers
  • BK. Sriperumbudur, K. Fukumizu, A. Gretton, B. Schölkopf, GRG. Lanckriet (2010). Non-parametric estimation of integral probability metrics Proceedings of the IEEE International Symposium on Information Theory (ISIT 2010), IEEE, Institute of Electrical and Electronics Engineers, Piscataway, NJ, USA, 1428-1432, ISBN: 978-1-424-47890-3, IEEE International Symposium on Information Theory (ISIT 2010)
Articles
2009
Conference Papers
  • A. Gretton, K. Fukumizu, Z. Harchaoui, BK. Sriperumbudur (2009). A Fast, Consistent Kernel Two-Sample Test In: Advances in Neural Information Processing Systems 22, (Ed) Bengio, Y. , D. Schuurmans, J. Lafferty, C. Williams, A. Culotta, Advances in Neural Information Processing Systems 22: 23rd Annual Conference on Neural Information Processing Systems 2009, Curran, Red Hook, NY, USA, 673-681, ISBN: 978-1-615-67911-9, 23rd Annual Conference on Neural Information Processing Systems (NIPS 2009)
  • BK. Sriperumbudur, K. Fukumizu, A. Gretton, GRG. Lanckriet, B. Schölkopf (2009). Kernel Choice and Classifiability for RKHS Embeddings of Probability Distributions In: Advances in Neural Information Processing Systems 22, (Ed) Y Bengio and D Schuurmans and J Lafferty and C Williams and A Culotta, Advances in Neural Information Processing Systems 22: 23rd Annual Conference on Neural Information Processing Systems 2009, Curran, Red Hook, NY, USA, 1750-1758, ISBN: 978-1-615-67911-9, 23rd Annual Conference on Neural Information Processing Systems (NIPS 2009)
  • K. Fukumizu, BK. Sriperumbudur, A. Gretton, B. Schölkopf (2009). Characteristic Kernels on Groups and Semigroups In: Advances in neural information processing systems 21, (Ed) D Koller and D Schuurmans and Y Bengio and L Bottou, Advances in neural information processing systems 21 : 22nd Annual Conference on Neural Information Processing Systems 2008, Curran, Red Hook, NY, USA, 473-480, ISBN: 978-1-605-60949-2, 22nd Annual Conference on Neural Information Processing Systems (NIPS 2008)
  • S. Jegelka, A. Gretton, B. Schölkopf, BK. Sriperumbudur, U. Luxburg (2009). Generalized Clustering via Kernel Embeddings In: KI 2009: AI and Automation, Lecture Notes in Computer Science, Vol. 5803, (Ed) B Mertsching and M Hund and Z Aziz, KI 2009: Advances in Artificial Intelligence, Springer, Berlin, Germany, 144-152, 32nd Annual Conference on Artificial Intelligence (KI)
    [DOI] [PDF] [PDF] [Web] [BibTex] [Share]
Articles
2008
Conference Papers
  • BK. Sriperumbudur, A. Gretton, K. Fukumizu, G. Lanckriet, B. Schölkopf (2008). Injective Hilbert Space Embeddings of Probability Measures In: Proceedings of the 21st Annual Conference on Learning Theory, (Ed) RA Servedio and T Zhang, Proceedings of the 21st Annual Conference on Learning Theory (COLT 2008), Omnipress, Madison, WI, USA, 111-122, 21st Annual Conference on Learning Theory (COLT 2008)
  • B. Schölkopf, BK. Sriperumbudur, A. Gretton, K. Fukumizu (2008). RKHS Representation of Measures Applied to Homogeneity, Independence, and Fourier Optics In: OWR 2008, (Ed) K Jetter and S Smale and D-X Zhou, 30. Oberwolfach Report (OWR 2008), Mathematisches Forschungsinstitut, Mathematisches Forschungsinstitut Oberwolfach, Oberwolfach-Walke, Germany, 42-44, 30. Oberwolfach Report