Bharath K. Sriperumbudur

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Publications

Citations

4.4K

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Active since

2007

Affiliations

The Institute of Statistical Mathematics(Current)

University of California San Diego

Max Planck Institute for Intelligent Systems

University College London

Max Planck Society

Bharath K. Sriperumbudur is an author at The Institute of Statistical Mathematics specializing in probability theory, mathematics, and machine learning.

Publications per year

2007–2019

Publications

Equivalence of distance-based and RKHS-based statistics in hypothesis testing

Dino Sejdinović, Bharath K. Sriperumbudur, Arthur Gretton et al. · The Annals of Statistics · 2013 · 593 citations · Full text

Natural Sciences, Mathematics, Machine Learning +12

Optimal kernel choice for large-scale two-sample tests

Arthur Gretton, Dino Sejdinović, Heiko Strathmann et al. · 2012 · 505 citations

Natural Sciences, Biostatistics, Mathematics +15

Hilbert Space Embeddings and Metrics on Probability Measures

Bharath K. Sriperumbudur, Arthur Gretton, Kenji Fukumizu et al. · Journal of Machine Learning Research · 2010 · 484 citations

Natural Sciences, Mathematics, Probability Theory +14

On the Convergence of the Concave-Convex Procedure

Gert Lanckriet, Bharath K. Sriperumbudur · 2009 · 421 citations

Computing, Computer Science, Algorithms +16

Universality, Characteristic Kernels and RKHS Embedding of Measures

Bharath K. Sriperumbudur, Kenji Fukumizu, Gert Lanckriet · Journal of Machine Learning Research · 2011 · 264 citations

Natural Sciences, Computer Science, Mathematics +15

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