Publikationen von A Gretton
Alle Typen
Konferenzbeitrag (41)
21.
Konferenzbeitrag
A Fast, Consistent Kernel Two-Sample Test. In: Advances in Neural Information Processing Systems 22, S. 673 - 681 (Hg. Bengio, Y.; Schuurmans, D.; Lafferty, J.; Williams, C.; Culotta, A.). 23rd Annual Conference on Neural Information Processing Systems (NIPS 2009), Vancouver, BC, Canada, 07. Dezember 2009 - 10. Dezember 2009. Curran, Red Hook, NY, USA (2010)
22.
Konferenzbeitrag
Kernel Choice and Classifiability for RKHS Embeddings of Probability Distributions. In: Advances in Neural Information Processing Systems 22, S. 1750 - 1758 (Hg. Bengio, Y.; Schuurmans, D.; Lafferty, J.; Williams, C.; Culotta, A.). 23rd Annual Conference on Neural Information Processing Systems (NIPS 2009), Vancouver, BC, Canada, 07. Dezember 2009 - 10. Dezember 2009. Curran, Red Hook, NY, USA (2010)
23.
Konferenzbeitrag
Nonlinear directed acyclic structure learning with weakly additive noise models. In: Advances in Neural Information Processing Systems 22, S. 1847 - 1855 (Hg. Bengio, Y.; Schuurmans, D.; Williams, C.; Culotta, A.). 23rd Annual Conference on Neural Information Processing Systems (NIPS 2009), Vancouver, BC, Canada, 07. Dezember 2009 - 10. Dezember 2009. Curran, Red Hook, NY, USA (2010)
24.
Konferenzbeitrag
Kernel Methods for Detecting the Direction of Time Series. 32nd Annual Conference of the Gesellschaft für Klassifikation e.V. (GfKl 2008), Hamburg, Germany, 16. Juli 2008 - 18. Juli 2008. Advances in Data Analysis, Data Handling and Business Intelligence: Proceedings of the 32nd Annual Conference of the Gesellschaft für Klassifikation e.V., Joint Conference with the British Classification Society (BCS) and the Dutch/Flemish Classification Society (VOC), Helmut-Schmidt-University, Hamburg, July 16-18, 2008, S. 57 - 66 (2010)
25.
Konferenzbeitrag
Generalized Clustering via Kernel Embeddings. In: KI 2009: Advances in Artificial Intelligence: 32nd Annual German Conference on AI, Paderborn, Germany, September 15-18, 2009, S. 144 - 152 (Hg. Mertsching, B.; Hund, M.; Aziz, Z.). 32nd Annual Conference on Artificial Intelligence (KI 2009), Paderborn, Germany, 15. September 2009 - 18. September 2009. Springer, Berlin, Germany (2009)
26.
Konferenzbeitrag
Learning Taxonomies by Dependence Maximization. In: Advances in neural information processing systems 21, S. 153 - 160 (Hg. Schuurmans, D.; Bengio, Y.; Bottou, L.). Twenty-Second Annual Conference on Neural Information Processing Systems (NIPS 2008), Vancouver, BC, Canada, 08. Dezember 2008 - 10. Dezember 2008. Curran, Red Hook, NY, USA (2009)
27.
Konferenzbeitrag
Characteristic Kernels on Groups and Semigroups. In: Advances in neural information processing systems 21, S. 473 - 480 (Hg. Koller, D.; Schuurmans, D.; Bengio, Y.; Bottou, L.). Twenty-Second Annual Conference on Neural Information Processing Systems (NIPS 2008), Vancouver, BC, Canada, 08. Dezember 2008 - 10. Dezember 2008. Curran, Red Hook, NY, USA (2009)
28.
Konferenzbeitrag
Detecting the Direction of Causal Time Series. In: ICML '09: Proceedings of the 26th Annual International Conference on Machine Learning, S. 801 - 808 (Hg. Danyluk, A.; Bottou, L.; Danyluk, M.). 26th International Conference on Machine Learning, Montreal, Canada, 14. Juni 2009 - 18. Juni 2009. ACM Press, New York, NY, USA (2009)
29.
Konferenzbeitrag
Kernel Measures of Independence for Non-IID Data. In: Advances in neural information processing systems 21, S. 1937 - 1944 (Hg. Koller, D.; Schuurmans, D.; Bengio, Y.; Bottou, L.). Twenty-Second Annual Conference on Neural Information Processing Systems (NIPS 2008), Vancouver, BC, Canada, 08. Dezember 2008 - 10. Dezember 2008. Curran, Red Hook, NY, USA (2009)
30.
Konferenzbeitrag
Near-optimal supervised feature selection among frequent subgraphs. In: 9th SIAM Conference on Data Mining (SDM 2009), S. 1076 - 1087 (Hg. Park, H.; Parthasarathy, S.; Liu, H.). 9th SIAM Conference on Data Mining (SDM 2009), Sparks, NV, USA, 30. April 2009 - 02. Mai 2009. Philadelphia, PA, USA, Society for Industrial and Applied Mathematics (2009)
31.
Konferenzbeitrag
Nonparametric Indepedence Tests: Space Partitioning and Kernel Approaches. In: Algorithmic Learning Theory: 19th International Conference, ALT 2008, Budapest, Hungary, October 13-16, 2008, S. 183 - 198 (Hg. Freund, Y.; Györfi, L.; Turán, G.; Zeugmann, T.). 19th International Conference on Algorithmic Learning Theory (ALT 2008), Budapest, Hungary, 13. Oktober 2008 - 16. Oktober 2008. Springer, Berlin, Germany (2008)
32.
Konferenzbeitrag
Semi-Supervised Laplacian Regularization of Kernel Canonical Correlation Analysis. In: Machine Learning and Knowledge Discovery in Databases: European Conference, ECML PKDD 2008, Antwerp, Belgium, September 15-19, 2008, S. 133 - 145 (Hg. Daelemans, W.; Goethals, B.; Morik, K.). 19th European Conference on Machine Learning (ECML PKDD 2008), Antwerpen, Belgium, 15. September 2008 - 19. September 2008. Springer, Berlin, Germany (2008)
33.
Konferenzbeitrag
Kernel Measures of Conditional Dependence. In: Advances in Neural Information Processing Systems 20: 21st Annual Conference on Neural Information Processing Systems 2007, S. 489 - 496 (Hg. Platt, C.; Koller, D.; Singer, Y.; Roweis, S.). Twenty-First Annual Conference on Neural Information Processing Systems (NIPS 2007), Vancouver, BC, Canada, 03. Dezember 2007 - 06. Dezember 2007. Curran, Red Hook, NY, USA (2008)
34.
Konferenzbeitrag
A Kernel Statistical Test of Independence. In: Advances in Neural Information Processing Systems 20: 21st Annual Conference on Neural Information Processing Systems 2007, S. 585 - 592 (Hg. Platt, J.; Koller, D.; Singer, Y.; Roweis, S.). Twenty-First Annual Conference on Neural Information Processing Systems (NIPS 2007), Vancouver, BC, Canada, 03. Dezember 2007 - 06. Dezember 2007. Curran, Red Hook, NY, USA (2008)
35.
Konferenzbeitrag
Colored Maximum Variance Unfolding. In: Advances in Neural Information Processing Systems 20: 21st Annual Conference on Neural Information Processing Systems 2007, S. 1385 - 1392 (Hg. Platt, C.; Koller, D.; Singer, Y.; Roweis, S.). Twenty-First Annual Conference on Neural Information Processing Systems (NIPS 2007), Vancouver, BC, Canada, 03. Dezember 2007 - 06. Dezember 2007. Curran, Red Hook, NY, USA (2008)
36.
Konferenzbeitrag
A Hilbert-Schmidt Dependence Maximization Approach to Unsupervised Structure Discovery. In: 6th International Workshop on Mining and Learning with Graphs (MLG 2008), S. 1 - 3. 6th International Workshop on Mining and Learning with Graphs (MLG 2008), Helsinki, Finland, 04. Juli 2008 - 05. Juli 2008. (2008)
37.
Konferenzbeitrag
Combining near-optimal feature selection with gSpan. In: 6th International Workshop on Mining and Learning with Graphs (MLG 2008), S. 1 - 3. 6th International Workshop on Mining and Learning with Graphs (MLG 2008), Helsinki, Finland, 04. Juli 2008 - 05. Juli 2008. (2008)
38.
Konferenzbeitrag
RKHS Representation of Measures Applied to Homogeneity, Independence, and Fourier Optics. In: 30. Oberwolfach Report: Workshop Learning Theory and Approximation, S. 42 - 44 (Hg. Jetter, K.; Smale, S.; Zhou, D.-X.). 30. Oberwolfach Report, Oberwolfach, Germany, 29. Juni 2008 - 05. Juli 2008. Mathematisches Forschungsinstitut, Oberwolfach-Walke, Germany (2008)
39.
Konferenzbeitrag
Tailoring density estimation via reproducing kernel moment matching. In: ICML '08: Proceedings of the 25th international conference on Machine learning, S. 992 - 999 (Hg. Cohen, W.; McCallum, A.; Roweis, S.). 25th International Conference on Machine Learning (ICML 2008), Helsinki, Finland, 05. Juli 2008 - 08. Juli 2008. ACM Press, New York, NY, USA (2008)
40.
Konferenzbeitrag
Injective Hilbert Space Embeddings of Probability Measures. In: 21st Annual Conference on Learning Theory (COLT 2008), S. 111 - 122 (Hg. Servedio, R.; Zhang, T.). 21st Annual Conference on Learning Theory (COLT 2008), Helsinki, Finland, 09. Juli 2008 - 12. Juli 2008. Omnipress, Madison, WI, USA (2008)