Kenji Fukumizu
Bio-Rad (United States)(US)The Graduate University for Advanced Studies, SOKENDAI(JP)The Institute of Statistical Mathematics(JP)Research Organization of Information and Systems(JP)
Publications by Year
Research Areas
Neural Networks and Applications, Statistical Methods and Inference, Bayesian Methods and Mixture Models, Gaussian Processes and Bayesian Inference, Face and Expression Recognition
Most-Cited Works
- → Dimensionality Reduction for Supervised Learning With Reproducing Kernel Hilbert Spaces(2003)729 cited
- A Kernel Statistical Test of Independence(2007)
- → Equivalence of distance-based and RKHS-based statistics in hypothesis testing(2013)585 cited
- Optimal kernel choice for large-scale two-sample tests(2012)
- → Hilbert Space Embeddings and Metrics on Probability Measures(2010)482 cited
- Kernel Measures of Conditional Dependence(2007)
- → Kernel Mean Embedding of Distributions: A Review and Beyond(2017)372 cited
- → Kernel dimension reduction in regression(2009)293 cited