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All publications by Bharath K. Sriperumbudur
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Optimal kernel choice for large-scale two-sample tests
Arthur Gretton, Dino Sejdinovic, Heiko Strathmann, Sivaraman Balakrishnan, Massimiliano Pontil, Kenji Fukumizu and Bharath K. Sriperumbudur
Advances in Neural Information Processing Systems 25, 2012


Hypothesis testing using pairwise distances and associated kernels
Dino Sejdinovic, Arthur Gretton, Kenji Fukumizu and Bharath K. Sriperumbudur
Proceedings of the 29th International Conference on Machine Learning (ICML-12), 2012


Consistency and Rates for Clustering with DBSCAN
Bharath K. Sriperumbudur and Ingo Steinwart
Proceedings of the Fifteenth International Conference on Artificial Intelligence and Statistics (AISTATS-12), 2012


Learning in Hilbert vs. Banach Spaces: A Measure Embedding Viewpoint
Kenji Fukumizu, Gert R. Lanckriet and Bharath K. Sriperumbudur
Advances in Neural Information Processing Systems 24, 2011


On the relation between universality, characteristic kernels and RKHS embedding of measures
Bharath K. Sriperumbudur, Kenji Fukumizu and Gert Lanckriet
Proceedings of the Thirteenth International Conference on Artificial Intelligence and Statistics (AISTATS-10), 2010


A Fast, Consistent Kernel Two-Sample Test
Arthur Gretton, Kenji Fukumizu, Za\"ıd Harchaoui and Bharath K. Sriperumbudur
Advances in Neural Information Processing Systems 22, 2009


On the Convergence of the Concave-Convex Procedure
Gert R. Lanckriet and Bharath K. Sriperumbudur
Advances in Neural Information Processing Systems 22, 2009


Kernel Choice and Classifiability for RKHS Embeddings of Probability Distributions
Kenji Fukumizu, Arthur Gretton, Gert R. Lanckriet, Bernhard Schölkopf and Bharath K. Sriperumbudur
Advances in Neural Information Processing Systems 22, 2009


Metric embedding for kernel classification rules
Bharath K. Sriperumbudur, Omer A. Lang and Gert R. Lanckriet
Proceedings of the 25th International Conference on Machine Learning (ICML-08), 2008


Characteristic Kernels on Groups and Semigroups
Kenji Fukumizu, Arthur Gretton, Bernhard Schölkopf and Bharath K. Sriperumbudur
Advances in Neural Information Processing Systems 21, 2008


Sparse eigen methods by D.C. programming
Bharath K. Sriperumbudur, David A. Torres and Gert Lanckriet
Proceedings of the 24th International Conference on Machine Learning (ICML-07), 2007