Kernel measures of conditional dependence (2008)

by Kenji Fukumizu , Arthur Gretton , Xiaohai Sun , Bernhard Schölkopf
Venue:In Adv. NIPS
Citations:31 - 24 self

Active Bibliography

2 Consistent Nonparametric Tests of Independence – Arthur Gretton, László Györfi, Arthur Gretton, László Györfi - 2009
19 Kernel dimension reduction in regression – Kenji Fukumizu, Francis R. Bach, Michael I. Jordan - 2006
2 Kernel Bayes ’ Rule – Kenji Fukumizu, Le Song, Arthur Gretton
6 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
9 Characteristic Kernels on Groups and Semigroups – Kenji Fukumizu, Arthur Gretton, Bharath Sriperumbudur, Bernhard Schölkopf
KERNEL DIMENSION REDUCTION IN REGRESSION 1 – Kenji Fukumizu, Francis R. Bach, Michael, I. Jordan
1 Brisk Kernel ICA – Stefanie Jegelka, Arthur Gretton
25 A kernel statistical test of independence – Arthur Gretton, Kenji Fukumizu, Choon Hui Teo, Le Song, Bernhard Schölkopf, Alexander J. Smola - 2008
12 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
2 Sufficient Dimension Reduction via Squared-loss Mutual Information Estimation – Taiji Suzuki, Masashi Sugiyama
3 A Kernel-based Causal Learning Algorithm – Xiaohai Sun, Dominik Janzing, Bernhard Schölkopf
3 Fast kernel-based independent component analysis – Hao Shen, Stefanie Jegelka, Arthur Gretton
20 A kernel method for the two sample problem – Arthur Gretton, Karsten Borgwardt, Malte Rasch, Bernhard Schölkopf, Alexander Smola - 2007
4 Nonparametric independence tests: Space partitioning and kernel approaches – Arthur Gretton, László Györfi
2 A.: Fast kernel ICA using an approximate newton method – Hao Shen, Stefanie Jegelka, Arthur Gretton - 2007
27 A Hilbert space embedding for distributions – Alex Smola, Arthur Gretton, Le Song, Bernhard Schölkopf - 2007
Introduction to Machine Learning – Bernhard Schölkopf