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Publications of Author

1. Arthur Gretton, Olivier Bousquet, Alex J. Smola, Bernhard Schölkopf
   Measuring Statistical Dependence with Hilbert-Schmidt Norms. [Citation Graph (0, 0)][DBLP]
   ALT, 2005, pp:63-77 [Conf]
   
2. Gökhan H. Bakir, Arthur Gretton, Matthias O. Franz, Bernhard Schölkopf
   Multivariate Regression via Stiefel Manifold Constraints. [Citation Graph (0, 0)][DBLP]
   DAGM-Symposium, 2004, pp:262-269 [Conf]
   
3. 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. [Citation Graph (0, 0)][DBLP]
   ISMB (Supplement of Bioinformatics), 2006, pp:49-57 [Conf]
   
4. Kenji Fukumizu, Francis R. Bach, Arthur Gretton
   Statistical Convergence of Kernel CCA. [Citation Graph (0, 0)][DBLP]
   NIPS, 2005, pp:- [Conf]
   
5. Dengyong Zhou, Jason Weston, Arthur Gretton, Olivier Bousquet, Bernhard Schölkopf
   Ranking on Data Manifolds. [Citation Graph (0, 0)][DBLP]
   NIPS, 2003, pp:- [Conf]
   
6. Arthur Gretton, Ralf Herbrich, Alexander J. Smola, Olivier Bousquet, Bernhard Schölkopf
   Kernel Methods for Measuring Independence. [Citation Graph (0, 0)][DBLP]
   Journal of Machine Learning Research, 2005, v:6, n:, pp:2075-2129 [Journal]
   
7. Manuel Davy, Frédéric Desobry, Arthur Gretton, Christian Doncarli
   An online support vector machine for abnormal events detection. [Citation Graph (0, 0)][DBLP]
   Signal Processing, 2006, v:86, n:8, pp:2009-2025 [Journal]
   
8. Arthur Gretton, Karsten M. Borgwardt, Malte J. Rasch, Bernhard Schölkopf, Alexander J. Smola
   A Kernel Approach to Comparing Distributions. [Citation Graph (0, 0)][DBLP]
   AAAI, 2007, pp:1637-1641 [Conf]
   
9. Alex J. Smola, Arthur Gretton, Le Song, Bernhard Schölkopf
   A Hilbert Space Embedding for Distributions. [Citation Graph (0, 0)][DBLP]
   ALT, 2007, pp:13-31 [Conf]
   
10. Alexander J. Smola, Arthur Gretton, Le Song, Bernhard Schölkopf
    A Hilbert Space Embedding for Distributions. [Citation Graph (0, 0)][DBLP]
    Discovery Science, 2007, pp:40-41 [Conf]
    
11. Le Song, Alexander J. Smola, Arthur Gretton, Karsten M. Borgwardt
    A dependence maximization view of clustering. [Citation Graph (0, 0)][DBLP]
    ICML, 2007, pp:815-822 [Conf]
    
12. Le Song, Alex J. Smola, Arthur Gretton, Karsten M. Borgwardt, Justin Bedo
    Supervised feature selection via dependence estimation. [Citation Graph (0, 0)][DBLP]
    ICML, 2007, pp:823-830 [Conf]
    
13. Arthur Gretton, Karsten M. Borgwardt, Malte J. Rasch, Bernhard Schölkopf, Alexander J. Smola
    A Kernel Method for the Two-Sample-Problem. [Citation Graph (0, 0)][DBLP]
    NIPS, 2006, pp:513-520 [Conf]
    
14. Jiayuan Huang, Alexander J. Smola, Arthur Gretton, Karsten M. Borgwardt, Bernhard Schölkopf
    Correcting Sample Selection Bias by Unlabeled Data. [Citation Graph (0, 0)][DBLP]
    NIPS, 2006, pp:601-608 [Conf]
    
15. Le Song, Alexander J. Smola, Arthur Gretton, Karsten M. Borgwardt, Justin Bedo
    Supervised Feature Selection via Dependence Estimation [Citation Graph (0, 0)][DBLP]
    CoRR, 2007, v:0, n:, pp:- [Journal]
    
16. 
    Nonparametric Independence Tests: Space Partitioning and Kernel Approaches. [Citation Graph (, )][DBLP]
    
    
17. 
    Injective Hilbert Space Embeddings of Probability Measures. [Citation Graph (, )][DBLP]
    
    
18. 
    Tailoring density estimation via reproducing kernel moment matching. [Citation Graph (, )][DBLP]
    
    
19. 
    Detecting the direction of causal time series. [Citation Graph (, )][DBLP]
    
    
20. 
    Gene selection via the BAHSIC family of algorithms. [Citation Graph (, )][DBLP]
    
    
21. 
    Generalized Clustering via Kernel Embeddings. [Citation Graph (, )][DBLP]
    
    
22. 
    Kernel Measures of Conditional Dependence. [Citation Graph (, )][DBLP]
    
    
23. 
    Colored Maximum Variance Unfolding. [Citation Graph (, )][DBLP]
    
    
24. 
    A Kernel Statistical Test of Independence. [Citation Graph (, )][DBLP]
    
    
25. 
    Characteristic Kernels on Groups and Semigroups. [Citation Graph (, )][DBLP]
    
    
26. 
    Learning Taxonomies by Dependence Maximization. [Citation Graph (, )][DBLP]
    
    
27. 
    Kernel Measures of Independence for non-iid Data. [Citation Graph (, )][DBLP]
    
    
28. 
    Semi-supervised Laplacian Regularization of Kernel Canonical Correlation Analysis. [Citation Graph (, )][DBLP]
    
    
29. 
    Characteristic Kernels on Structured Domains Excel in Robotics and Human Action Recognition. [Citation Graph (, )][DBLP]
    
    
30. 
    Near-optimal Supervised Feature Selection among Frequent Subgraphs. [Citation Graph (, )][DBLP]
    
    
31. 
    A Kernel Method for the Two-Sample Problem [Citation Graph (, )][DBLP]
    
    
32. 
    A note on integral probability metrics and $\phi$-divergences [Citation Graph (, )][DBLP]