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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