Arthur Gretton

	2012
52		Arthur Gretton, Karsten M. Borgwardt, Malte J. Rasch, Bernhard Schölkopf, Alexander J. Smola: A Kernel Two-Sample Test. Journal of Machine Learning Research 13: 723-773 (2012)
	2011
51		Kenji Fukumizu, Le Song, Arthur Gretton: Kernel Bayes' Rule. NIPS 2011: 1737-1745
50		Le Song, Arthur Gretton, Danny Bickson, Yucheng Low, Carlos Guestrin: Kernel Belief Propagation CoRR abs/1105.5592: (2011)
49		Steffen Grünewälder, Luca Baldassarre, Massimiliano Pontil, Arthur Gretton, Guy Lever: Modeling transition dynamics in MDPs with RKHS embeddings of conditional distributions CoRR abs/1112.4722: (2011)
48		Joseph Gonzalez, Yucheng Low, Arthur Gretton, Carlos Guestrin: Parallel Gibbs Sampling: From Colored Fields to Thin Junction Trees. Journal of Machine Learning Research - Proceedings Track 15: 324-332 (2011)
47		Le Song, Arthur Gretton, Danny Bickson, Yucheng Low, Carlos Guestrin: Kernel Belief Propagation. Journal of Machine Learning Research - Proceedings Track 15: 707-715 (2011)
46		Matthew B. Blaschko, Jacquelyn A. Shelton, Andreas Bartels, Christoph H. Lampert, Arthur Gretton: Semi-supervised kernel canonical correlation analysis with application to human fMRI. Pattern Recognition Letters 32(11): 1572-1583 (2011)
	2010
45		Somayeh Danafar, Arthur Gretton, Jürgen Schmidhuber: Characteristic Kernels on Structured Domains Excel in Robotics and Human Action Recognition. ECML/PKDD (1) 2010: 264-279
44		Bharath K. Sriperumbudur, Kenji Fukumizu, Arthur Gretton, Bernhard Schölkopf, Gert R. G. Lanckriet: Non-parametric estimation of integral probability metrics. ISIT 2010: 1428-1432
43		Arthur Gretton, László Györfi: Consistent Nonparametric Tests of Independence. Journal of Machine Learning Research 11: 1391-1423 (2010)
42		Bharath K. Sriperumbudur, Arthur Gretton, Kenji Fukumizu, Bernhard Schölkopf, Gert R. G. Lanckriet: Hilbert Space Embeddings and Metrics on Probability Measures. Journal of Machine Learning Research 11: 1517-1561 (2010)
41		Le Song, Arthur Gretton, Carlos Guestrin: Nonparametric Tree Graphical Models. Journal of Machine Learning Research - Proceedings Track 9: 765-772 (2010)
40		Felix Bießmann, Frank C. Meinecke, Arthur Gretton, Alexander Rauch, Gregor Rainer, Nikos K. Logothetis, Klaus-Robert Müller: Temporal kernel CCA and its application in multimodal neuronal data analysis. Machine Learning 79(1-2): 5-27 (2010)
39		Marisa Thoma, Hong Cheng, Arthur Gretton, Jiawei Han, Hans-Peter Kriegel, Alexander J. Smola, Le Song, Philip S. Yu, Xifeng Yan, Karsten M. Borgwardt: Discriminative frequent subgraph mining with optimality guarantees. Statistical Analysis and Data Mining 3(5): 302-318 (2010)
	2009
38		Jonas Peters, Dominik Janzing, Arthur Gretton, Bernhard Schölkopf: Detecting the direction of causal time series. ICML 2009: 101
37		Stefanie Jegelka, Arthur Gretton, Bernhard Schölkopf, Bharath K. Sriperumbudur, Ulrike von Luxburg: Generalized Clustering via Kernel Embeddings. KI 2009: 144-152
36		Bharath K. Sriperumbudur, Kenji Fukumizu, Arthur Gretton, Gert R. G. Lanckriet, Bernhard Schölkopf: Kernel Choice and Classifiability for RKHS Embeddings of Probability Distributions. NIPS 2009: 1750-1758
35		Robert E. Tillman, Arthur Gretton, Peter Spirtes: Nonlinear directed acyclic structure learning with weakly additive noise models. NIPS 2009: 1847-1855
34		Arthur Gretton, Kenji Fukumizu, Zaïd Harchaoui, Bharath K. Sriperumbudur: A Fast, Consistent Kernel Two-Sample Test. NIPS 2009: 673-681
33		Marisa Thoma, Hong Cheng, Arthur Gretton, Jiawei Han, Hans-Peter Kriegel, Alexander J. Smola, Le Song, Philip S. Yu, Xifeng Yan, Karsten M. Borgwardt: Near-optimal Supervised Feature Selection among Frequent Subgraphs. SDM 2009: 1075-1086
32		Bharath K. Sriperumbudur, Arthur Gretton, Kenji Fukumizu, Gert R. G. Lanckriet, Bernhard Schölkopf: A note on integral probability metrics and $\phi$-divergences CoRR abs/0901.2698: (2009)
31		Hao Shen, Stefanie Jegelka, Arthur Gretton: Fast kernel-based independent component analysis. IEEE Transactions on Signal Processing 57(9): 3498-3511 (2009)
	2008
30		Arthur Gretton, László Györfi: Nonparametric Independence Tests: Space Partitioning and Kernel Approaches. ALT 2008: 183-198
29		Bharath K. Sriperumbudur, Arthur Gretton, Kenji Fukumizu, Gert R. G. Lanckriet, Bernhard Schölkopf: Injective Hilbert Space Embeddings of Probability Measures. COLT 2008: 111-122
28		Matthew B. Blaschko, Christoph H. Lampert, Arthur Gretton: Semi-supervised Laplacian Regularization of Kernel Canonical Correlation Analysis. ECML/PKDD (1) 2008: 133-145
27		Jonas Peters, Dominik Janzing, Arthur Gretton, Bernhard Schölkopf: Kernel Methods for Detecting the Direction of Time Series. GfKl 2008: 57-66
26		Le Song, Xinhua Zhang, Alex J. Smola, Arthur Gretton, Bernhard Schölkopf: Tailoring density estimation via reproducing kernel moment matching. ICML 2008: 992-999
25		Matthew B. Blaschko, Arthur Gretton: Learning Taxonomies by Dependence Maximization. NIPS 2008: 153-160
24		Xinhua Zhang, Le Song, Arthur Gretton, Alex J. Smola: Kernel Measures of Independence for non-iid Data. NIPS 2008: 1937-1944
23		Kenji Fukumizu, Bharath K. Sriperumbudur, Arthur Gretton, Bernhard Schölkopf: Characteristic Kernels on Groups and Semigroups. NIPS 2008: 473-480
22		Arthur 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
21		Arthur Gretton, Karsten M. Borgwardt, Malte J. Rasch, Bernhard Schölkopf, Alexander J. Smola: A Kernel Approach to Comparing Distributions. AAAI 2007: 1637-1641
20		Alex J. Smola, Arthur Gretton, Le Song, Bernhard Schölkopf: A Hilbert Space Embedding for Distributions. ALT 2007: 13-31
19		Alexander J. Smola, Arthur Gretton, Le Song, Bernhard Schölkopf: A Hilbert Space Embedding for Distributions. Discovery Science 2007: 40-41
18		Le Song, Alexander J. Smola, Arthur Gretton, Karsten M. Borgwardt: A dependence maximization view of clustering. ICML 2007: 815-822
17		Le Song, Alex J. Smola, Arthur Gretton, Karsten M. Borgwardt, Justin Bedo: Supervised feature selection via dependence estimation. ICML 2007: 823-830
16		Le 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
15		Arthur Gretton, Kenji Fukumizu, Choon Hui Teo, Le Song, Bernhard Schölkopf, Alex J. Smola: A Kernel Statistical Test of Independence. NIPS 2007
14		Le Song, Alex J. Smola, Karsten M. Borgwardt, Arthur Gretton: Colored Maximum Variance Unfolding. NIPS 2007
13		Kenji Fukumizu, Arthur Gretton, Xiaohai Sun, Bernhard Schölkopf: Kernel Measures of Conditional Dependence. NIPS 2007
12		Le Song, Alexander J. Smola, Arthur Gretton, Karsten M. Borgwardt, Justin Bedo: Supervised Feature Selection via Dependence Estimation CoRR abs/0704.2668: (2007)
11		Kenji Fukumizu, Francis R. Bach, Arthur Gretton: Statistical Consistency of Kernel Canonical Correlation Analysis. Journal of Machine Learning Research 8: 361-383 (2007)
10		Hao Shen, Stefanie Jegelka, Arthur Gretton: Fast Kernel ICA using an Approximate Newton Method. Journal of Machine Learning Research - Proceedings Track 2: 476-483 (2007)
	2006
9		Karsten 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
8		Arthur Gretton, Karsten M. Borgwardt, Malte J. Rasch, Bernhard Schölkopf, Alexander J. Smola: A Kernel Method for the Two-Sample-Problem. NIPS 2006: 513-520
7		Jiayuan Huang, Alexander J. Smola, Arthur Gretton, Karsten M. Borgwardt, Bernhard Schölkopf: Correcting Sample Selection Bias by Unlabeled Data. NIPS 2006: 601-608
6		Manuel Davy, Frédéric Desobry, Arthur Gretton, Christian Doncarli: An online support vector machine for abnormal events detection. Signal Processing 86(8): 2009-2025 (2006)
	2005
5		Arthur Gretton, Olivier Bousquet, Alex J. Smola, Bernhard Schölkopf: Measuring Statistical Dependence with Hilbert-Schmidt Norms. ALT 2005: 63-77
4		Kenji Fukumizu, Francis R. Bach, Arthur Gretton: Statistical Convergence of Kernel CCA. NIPS 2005
3		Arthur 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
2		Gökhan H. Bakir, Arthur Gretton, Matthias O. Franz, Bernhard Schölkopf: Multivariate Regression via Stiefel Manifold Constraints. DAGM-Symposium 2004: 262-269
	2003
1		Dengyong Zhou, Jason Weston, Arthur Gretton, Olivier Bousquet, Bernhard Schölkopf: Ranking on Data Manifolds. NIPS 2003

Coauthor Index

1	Francis R. Bach (Francis Bach)	[4] [11]
2	Gökhan H. Bakir	[2]
3	Luca Baldassarre	[49]
4	Andreas Bartels	[46]
5	Justin Bedo	[12] [16] [17]
6	Danny Bickson	[47] [50]
7	Felix Bießmann	[40]
8	Matthew B. Blaschko	[25] [28] [46]
9	Karsten M. Borgwardt	[7] [8] [9] [12] [14] [16] [17] [18] [21] [22] [33] [39] [52]
10	Olivier Bousquet	[1] [3] [5]
11	Hong Cheng	[33] [39]
12	Somayeh Danafar	[45]
13	Manuel Davy	[6]
14	Frédéric Desobry	[6]
15	Christian Doncarli	[6]
16	Matthias O. Franz	[2]
17	Kenji Fukumizu	[4] [11] [13] [15] [23] [29] [32] [34] [36] [42] [44] [51]
18	Joseph Gonzalez	[48]
19	Steffen Grünewälder	[49]
20	Carlos Guestrin	[41] [47] [48] [50]
21	László Györfi	[30] [43]
22	Jiawei Han	[33] [39]
23	Zaïd Harchaoui	[34]
24	Ralf Herbrich	[3]
25	Jiayuan Huang	[7]
26	Dominik Janzing	[27] [38]
27	Stefanie Jegelka	[10] [31] [37]
28	Hans-Peter Kriegel	[9] [33] [39]
29	Christoph H. Lampert	[28] [46]
30	Gert R. G. Lanckriet	[29] [32] [36] [42] [44]
31	Guy Lever	[49]
32	Nikos K. Logothetis	[40]
33	Yucheng Low	[47] [48] [50]
34	Ulrike von Luxburg	[37]
35	Frank C. Meinecke	[40]
36	Klaus-Robert Müller	[40]
37	Jonas Peters	[27] [38]
38	Massimiliano Pontil	[49]
39	Gregor Rainer	[40]
40	Malte J. Rasch	[8] [9] [21] [22] [52]
41	Alexander Rauch	[40]
42	Jürgen Schmidhuber	[45]
43	Bernhard Schölkopf	[1] [2] [3] [5] [7] [8] [9] [13] [15] [19] [20] [21] [22] [23] [26] [27] [29] [32] [36] [37] [38] [42] [44] [52]
44	Jacquelyn A. Shelton	[46]
45	Hao Shen	[10] [31]
46	Alexander J. Smola (Alex J. Smola)	[3] [5] [7] [8] [9] [12] [14] [15] [16] [17] [18] [19] [20] [21] [22] [24] [26] [33] [39] [52]
47	Le Song	[12] [14] [15] [16] [17] [18] [19] [20] [24] [26] [33] [39] [41] [47] [50] [51]
48	Peter Spirtes	[35]
49	Bharath K. Sriperumbudur	[23] [29] [32] [34] [36] [37] [42] [44]
50	Xiaohai Sun	[13]
51	Choon Hui Teo	[15]
52	Marisa Thoma	[33] [39]
53	Robert E. Tillman	[35]
54	Jason Weston	[1]
55	Xifeng Yan	[33] [39]
56	Philip S. Yu	[33] [39]
57	Xinhua Zhang	[24] [26]
58	Dengyong Zhou	[1]

Colors in the list of coauthors

Last update Thu May 31 18:55:10 2012 CET by the DBLP Team — Data released under the ODC-BY 1.0 license — See also our legal information page