Concepedia

Bharath K. Sriperumbudur

BK

Statistics

Publications

40

Citations

4.4K

H-Index

27

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 engineering, statistical inference, and statistics.

Top concepts

EngineeringStatistical InferenceStatisticsProbabilityMachine LearningData ScienceComputer ScienceApproximation TheoryPattern RecognitionFunctional Analysis

Publications per year

2007–2019

40

Publications

40

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 · 581 citations · Full text

Engineering, High-dimensional Method, Data Science +12

Optimal kernel choice for large-scale two-sample tests

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

Hilbert Space Embeddings and Metrics on Probability Measures

Bharath K. Sriperumbudur, Arthur Gretton, Kenji Fukumizu et al. · Journal of Machine Learning Research · 2010 · 482 citations

Spectral Theory, Measure Theory, Dirichlet Form +13

On the Convergence of the Concave-Convex Procedure

Gert Lanckriet, Bharath K. Sriperumbudur · 2009 · 420 citations

Mathematical Programming, Model Optimization, Engineering +15

Universality, Characteristic Kernels and RKHS Embedding of Measures

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

Measure Theory, Support Vector Machine, Classification Method +13

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