Kernel measures of conditional dependence (2008)

by Kenji Fukumizu , Arthur Gretton , Xiaohai Sun , Bernhard Schölkopf
Venue:In Adv. NIPS
Citations:49 - 33 self

Active Bibliography

6 Consistent Nonparametric Tests of Independence – Arthur Gretton, László Györfi - 2009
27 Kernel dimension reduction in regression – Kenji Fukumizu, Francis R. Bach, Michael I. Jordan - 2006
8 Kernel Bayes ’ Rule – Kenji Fukumizu, Le Song, Arthur Gretton
21 Hilbert Space Embeddings and Metrics on Probability Measures – Bharath K. Sriperumbudur, Kenji Fukumizu, Bernhard Schölkopf, Gert R. G. Lanckriet, Ingo Steinwart
DISCUSSION OF: BROWNIAN DISTANCE COVARIANCE – Arthur Gretton, Kenji Fukumizu, Bharath K
KERNEL DIMENSION REDUCTION IN REGRESSION 1 – Kenji Fukumizu, Francis R. Bach, Michael, I. Jordan
15 Characteristic Kernels on Groups and Semigroups – Kenji Fukumizu, Arthur Gretton, Bharath Sriperumbudur, Bernhard Schölkopf
1 Brisk Kernel ICA – Stefanie Jegelka, Arthur Gretton
Feature Selection via Dependence Maximization – Le Song, Alex Smola, Justin Bedo, Karsten Borgwardt, Aapo Hyvärinen
42 A kernel statistical test of independence – Arthur Gretton, Kenji Fukumizu, Choon Hui Teo, Le Song, Bernhard Schölkopf, Alexander J. Smola - 2008
15 Statistical consistency of kernel canonical correlation analysis – Kenji Fukumizu, Francis R. Bach, Arthur Gretton - 2007
2 Nonparametric Tree Graphical Models via Kernel Embeddings – Le Song, Arthur Gretton, Carlos Guestrin
6 A Fast, Consistent Kernel Two-Sample Test – Arthur Gretton, Zaid Harchaoui, Kenji Fukumizu, Bharath K. Sriperumbudur
6 A Kernel-based Causal Learning Algorithm – Xiaohai Sun, Dominik Janzing, Bernhard Schölkopf
14 Sufficient Dimension Reduction via Squared-loss Mutual Information Estimation – Taiji Suzuki, Masashi Sugiyama
6 Fast kernel-based independent component analysis – Hao Shen, Stefanie Jegelka, Arthur Gretton
Hilbert Space Embedding and Characteristic Kernels On the Hilbert Space Embeddings and Metrics on Probability Measures – Bharath K. Sriperumbudur, Arthur Gretton, Kenji Fukumizu, Bernhard Schölkopf, Gert R. G. Lanckriet - 907
40 A kernel method for the two sample problem – Arthur Gretton, Karsten Borgwardt, Malte Rasch, Bernhard Schölkopf, Alexander Smola - 2007
3 Fast kernel ICA using an approximate newton method – Hao Shen, Stefanie Jegelka, Arthur Gretton - 2007