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Near-optimal supervised feature selection among frequent subgraphs |
Editors: Park, H.; Parthasarathy, S.; Liu, H. | Authors: Thoma, M.; Cheng, H.; Gretton, A.; Han, J.; Kriegel, H.-P.; Smola, A.J.; Song, L.; Yu, P.S.; Yan, X.; Borgwardt, K.M. | Date of Publication (YYYY-MM-DD): 2009-05 | Title of Proceedings: Proccedings of the 2009 SIAM Conference on Data Mining (SDM 2009) | Start Page: 1076 | End Page: 1087 | Document Type: Conference-Paper | ID: 461830.0 |
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Covariate Shift by Kernel Mean Matching |
Editors: Candela, J. Quiñonero; Sugiyama, M.; Schwaighofer, A.; Lawrence, N. D. | Authors: Gretton, A.; Smola, A.J.; Huang, J.; Schmittfull, M.; Borgwardt, K.M.; Schölkopf, B. | Title of Book: Dataset Shift in Machine Learning |
Start Page: 131 | End Page: 160 | Place of Publication: Cambridge, MA, USA | Publisher: MIT Press | Date of Publication (YYYY-MM-DD): 2009-02 | Document Type: InBook | ID: 461839.0 |
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A Kernel Statistical Test of Independence |
Editors: Platt, J. C.; Koller, D.; Singer, Y.; Roweis, S. | Authors: Gretton, A.; Fukumizu, K.; Teo, C.H.; Song, L.; Schölkopf, B.; Smola, A.J. | Date of Publication (YYYY-MM-DD): 2008-09 | Title of Proceedings: Advances in Neural Information Processing Systems 20: Proceedings of the 2007 Conference | Start Page: 585 | End Page: 592 | Document Type: Conference-Paper | ID: 420011.0 |
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Kernel Methods in Machine Learning |
Authors: Hofmann, T.; Schölkopf, B.; Smola, A.J. | Date of Publication (YYYY-MM-DD): 2008-06 | Title of Journal: Annals of Statistics | Volume: 36 | Issue / Number: 3 | Start Page: 1171 | End Page: 1220 | Document Type: Article | ID: 419905.0 |
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A Kernel Approach to Comparing Distributions |
Authors: Gretton, A.; Borgwardt, K.M.; Rasch, M.; Schölkopf, B.; Smola, A.J. | Date of Publication (YYYY-MM-DD): 2007-07 | Title of Proceedings: Proceedings of the Twenty-Second AAAI Conference on Artificial Intelligence (AAAI-07) | Start Page: 1637 | End Page: 1641 | Document Type: Conference-Paper | ID: 352354.0 |
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A Dependence Maximization View of Clustering |
Authors: Song, L.; Smola, A.J.; Gretton, A.; Borgwardt, K.M. | Date of Publication (YYYY-MM-DD): 2007-06 | Title of Proceedings: Proceedings of the 24th Annual International Conference on Machine Learning (ICML 2007) | Start Page: 815 | End Page: 822 | Document Type: Conference-Paper | ID: 352329.0 |
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Supervised Feature Selection via Dependence Estimation |
Authors: Song, L.; Smola, A.J.; Gretton, A.; Borgwardt, K.M.; Bedo, J. | Date of Publication (YYYY-MM-DD): 2007-06 | Title of Proceedings: Proceedings of the 24th Annual International Conference on Machine Learning (ICML 2007) | Start Page: 823 | End Page: 830 | Document Type: Conference-Paper | ID: 352328.0 |
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Kernel Constrained Covariance for Dependence Measurement |
Authors: Gretton, A.; Smola, A.J.; Bousquet, O.; Herbrich, R.; Belitski, A.; Augath, M.; Murayama, Y.; Pauls, J.; Schölkopf, B.; Logothetis, N.K. | Date of Publication (YYYY-MM-DD): 2005-01 | Title of Proceedings: AISTATS 2005 | Start Page: 1 | End Page: 8 | Document Type: Conference-Paper | ID: 270105.0 |
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