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Bharath K Sriperumbudur
Position: PhD Student
Room no.: 205
Phone: +49-7071-601-558

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2014
Conference Papers
  • K. Muandet, B. Sriperumbudur, B. Schölkopf (2014). Kernel Mean Estimation via Spectral Filtering In: Advances in Neural Information Processing Systems 27, (Ed) Z. Ghahramani, M. Welling, C. Cortes, N.D. Lawrence and K.Q. Weinberger, Curran Associates, Inc., 1–9, 28th Annual Conference on Neural Information Processing Systems (NIPS 2014)
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)
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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