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Bharath K Sriperumbudur

Room number:	205
Phone:	+49-7071-601-558
E-Mail:	bharathsv

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Picture of Sriperumbudur, Bharath K

Bharath K Sriperumbudur

Position: PhD Student Unit: Alumni Schölkopf

Publications

Articles (1):
•	Sriperumbudur BK , Gretton A , Fukumizu K , Schölkopf B and Lanckriet GRG (April-2010) Hilbert Space Embeddings and Metrics on Probability Measures Journal of Machine Learning Research 11 1517-1561.
Conference papers (7):
•	Sriperumbudur BK , Fukumizu K , Gretton A , Schölkopf B and Lanckriet GRG (June-2010) Non-parametric estimation of integral probability metrics IEEE International Symposium on Information Theory (ISIT 2010), IEEE, Piscataway, NJ, USA, 1428-1432.
•	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.
•	Sriperumbudur BK , Fukumizu K , Gretton A , Lanckriet GRG 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.
•	Jegelka S , Gretton A , Schölkopf B , Sriperumbudur BK and von Luxburg U (September-2009) Generalized Clustering via Kernel Embeddings In: KI 2009: AI and Automation, 32nd Annual Conference on Artificial Intelligence (KI), Springer, Berlin, Germany, 144-152.
•	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.
•	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.
•	Sriperumbudur BK , Gretton A , Fukumizu K , Lanckriet G 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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Last updated: Monday, 16.01.2012