Arthur Gretton

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2008
21EEArthur Gretton, László Györfi: Nonparametric Independence Tests: Space Partitioning and Kernel Approaches. ALT 2008: 183-198
20EEBharath K. Sriperumbudur, Arthur Gretton, Kenji Fukumizu, Gert R. G. Lanckriet, Bernhard Shoelkopf: Injective Hilbert Space Embeddings of Probability Measures. COLT 2008: 111-122
19EEMatthew B. Blaschko, Christoph H. Lampert, Arthur Gretton: Semi-supervised Laplacian Regularization of Kernel Canonical Correlation Analysis. ECML/PKDD (1) 2008: 133-145
18EELe Song, Xinhua Zhang, Alex Smola, Arthur Gretton, Bernhard Schölkopf: Tailoring density estimation via reproducing kernel moment matching. ICML 2008: 992-999
17EEArthur Gretton, Karsten M. Borgwardt, Malte J. Rasch, Bernhard Schölkopf, Alexander J. Smola: A Kernel Method for the Two-Sample Problem CoRR abs/0805.2368: (2008)
2007
16 Arthur Gretton, Karsten M. Borgwardt, Malte J. Rasch, Bernhard Schölkopf, Alexander J. Smola: A Kernel Approach to Comparing Distributions. AAAI 2007: 1637-1641
15EEAlex J. Smola, Arthur Gretton, Le Song, Bernhard Schölkopf: A Hilbert Space Embedding for Distributions. ALT 2007: 13-31
14EEAlexander J. Smola, Arthur Gretton, Le Song, Bernhard Schölkopf: A Hilbert Space Embedding for Distributions. Discovery Science 2007: 40-41
13EELe Song, Alexander J. Smola, Arthur Gretton, Karsten M. Borgwardt: A dependence maximization view of clustering. ICML 2007: 815-822
12EELe Song, Alex J. Smola, Arthur Gretton, Karsten M. Borgwardt, Justin Bedo: Supervised feature selection via dependence estimation. ICML 2007: 823-830
11EELe Song, Justin Bedo, Karsten M. Borgwardt, Arthur Gretton, Alexander J. Smola: Gene selection via the BAHSIC family of algorithms. ISMB/ECCB (Supplement of Bioinformatics) 2007: 490-498
10EELe Song, Alexander J. Smola, Arthur Gretton, Karsten M. Borgwardt, Justin Bedo: Supervised Feature Selection via Dependence Estimation CoRR abs/0704.2668: (2007)
2006
9EEKarsten M. Borgwardt, Arthur Gretton, Malte J. Rasch, Hans-Peter Kriegel, Bernhard Schölkopf, Alexander J. Smola: Integrating structured biological data by Kernel Maximum Mean Discrepancy. ISMB (Supplement of Bioinformatics) 2006: 49-57
8EEArthur Gretton, Karsten M. Borgwardt, Malte J. Rasch, Bernhard Schölkopf, Alexander J. Smola: A Kernel Method for the Two-Sample-Problem. NIPS 2006: 513-520
7EEJiayuan Huang, Alexander J. Smola, Arthur Gretton, Karsten M. Borgwardt, Bernhard Schölkopf: Correcting Sample Selection Bias by Unlabeled Data. NIPS 2006: 601-608
6EEManuel Davy, Frédéric Desobry, Arthur Gretton, Christian Doncarli: An online support vector machine for abnormal events detection. Signal Processing 86(8): 2009-2025 (2006)
2005
5EEArthur Gretton, Olivier Bousquet, Alex J. Smola, Bernhard Schölkopf: Measuring Statistical Dependence with Hilbert-Schmidt Norms. ALT 2005: 63-77
4EEKenji Fukumizu, Francis R. Bach, Arthur Gretton: Statistical Convergence of Kernel CCA. NIPS 2005
3EEArthur Gretton, Ralf Herbrich, Alexander J. Smola, Olivier Bousquet, Bernhard Schölkopf: Kernel Methods for Measuring Independence. Journal of Machine Learning Research 6: 2075-2129 (2005)
2004
2EEGökhan H. Bakir, Arthur Gretton, Matthias O. Franz, Bernhard Schölkopf: Multivariate Regression via Stiefel Manifold Constraints. DAGM-Symposium 2004: 262-269
2003
1EEDengyong Zhou, Jason Weston, Arthur Gretton, Olivier Bousquet, Bernhard Schölkopf: Ranking on Data Manifolds. NIPS 2003

Coauthor Index

1Francis R. Bach [4]
2Gökhan H. Bakir [2]
3Justin Bedo [10] [11] [12]
4Matthew B. Blaschko [19]
5Karsten M. Borgwardt [7] [8] [9] [10] [11] [12] [13] [16] [17]
6Olivier Bousquet [1] [3] [5]
7Manuel Davy [6]
8Frédéric Desobry [6]
9Christian Doncarli [6]
10Matthias O. Franz [2]
11Kenji Fukumizu [4] [20]
12László Györfi [21]
13Ralf Herbrich [3]
14Jiayuan Huang [7]
15Hans-Peter Kriegel [9]
16Christoph H. Lampert [19]
17Gert R. G. Lanckriet [20]
18Malte J. Rasch [8] [9] [16] [17]
19Bernhard Schölkopf [1] [2] [3] [5] [7] [8] [9] [14] [15] [16] [17] [18]
20Bernhard Shoelkopf [20]
21Alex Smola [18]
22Alexander J. Smola (Alex J. Smola) [3] [5] [7] [8] [9] [10] [11] [12] [13] [14] [15] [16] [17]
23Le Song [10] [11] [12] [13] [14] [15] [18]
24Bharath K. Sriperumbudur [20]
25Jason Weston [1]
26Xinhua Zhang [18]
27Dengyong Zhou [1]

Colors in the list of coauthors

Copyright © Mon Nov 17 16:50:54 2008 by Michael Ley (ley@uni-trier.de)