Concepedia

Kenji Fukumizu

KF

Statistics

Publications

87

Citations

7.9K

H-Index

42

Active since

1995

Affiliations

The Institute of Statistical Mathematics(Current)

Max Planck Society

Max Planck Institute for Intelligent Systems

Max Planck Institute for Biological Cybernetics

Research Organization of Information and Systems

Kenji Fukumizu is an author at The Institute of Statistical Mathematics specializing in engineering, data science, and computer science.

Top concepts

EngineeringData ScienceStatistical InferenceComputer ScienceStatisticsMachine LearningKnowledge DiscoveryPattern RecognitionFunctional Data AnalysisProbability

Publications per year

1995–2022

87

Publications

87

A Kernel Statistical Test of Independence

Arthur Gretton, Kenji Fukumizu, Choon Hui Teo et al. · ANU Open Research (Australian National University) · 2007 · 618 citations · Full text

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

Kernel Measures of Conditional Dependence

Kenji Fukumizu, Arthur Gretton, Xiaohai Sun et al. · 2007 · 427 citations

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