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Konferenzbeitrag (41)

  1. 21.
    Konferenzbeitrag
    Tillman, R.; Gretton, A.; Spirtes, P.: 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)
  2. 22.
    Konferenzbeitrag
    Peters, J.; Janzing, D.; Gretton, A.; Schölkopf, B.: 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)
  3. 23.
    Konferenzbeitrag
    Jegelka, S.; Gretton, A.; Schölkopf, B.; Sriperumbudur, B.; von Luxburg, U.: 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)
  4. 24.
    Konferenzbeitrag
    Blaschko, M.; Gretton, A.: 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)
  5. 25.
    Konferenzbeitrag
    Fukumizu, K.; Sriperumbudur, B.; Gretton, A.; Schölkopf, B.: 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)
  6. 26.
    Konferenzbeitrag
    Peters, J.; Janzing, D.; Gretton, A.; Schölkopf, B.: 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)
  7. 27.
    Konferenzbeitrag
    Zhang, X.; Song, L.; Gretton, A.; Smola, A.: 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)
  8. 28.
    Konferenzbeitrag
    Thoma, M.; Cheng, H.; Gretton, A.; Han, J.; Kriegel, H.-P.; Smola, A.; Song, L.; Yu, P.; Yan, X.; Borgwardt, K.: 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)
  9. 29.
    Konferenzbeitrag
    Gretton, A.; Györfi, L.: 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)
  10. 30.
    Konferenzbeitrag
    Blaschko, M.; Lampert, C.; Gretton, A.: 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)
  11. 31.
    Konferenzbeitrag
    Fukumizu, K.; Gretton, A.; Sun, X.; Schölkopf, B.: 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)
  12. 32.
    Konferenzbeitrag
    Gretton, A.; Fukumizu, K.; Teo, C.; Song , L.; Schölkopf, B.; Smola, A.: 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)
  13. 33.
    Konferenzbeitrag
    Song, L.; Smola, A.; Borgwardt, K.; Gretton, A.: 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)
  14. 34.
    Konferenzbeitrag
    Blaschko, M.; Gretton, A.: 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)
  15. 35.
    Konferenzbeitrag
    Borgwardt, K.; Yan, X.; Thoma, M.; Cheng, H.; Gretton, A.; Song, L.; Smola, A.; Han, J.; Hu, P.; Kriegel, H.-P.: 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)
  16. 36.
    Konferenzbeitrag
    Schölkopf, B.; Sriperumbudur, B.; Gretton, A.; Fukumizu, K.: 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)
  17. 37.
    Konferenzbeitrag
    Song, L.; Zhang, X.; Smola, A.; Gretton, A.; Schölkopf, B.: 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)
  18. 38.
    Konferenzbeitrag
    Sriperumbudur, B.; Gretton, A.; Fukumizu, K.; Lanckriet, G.; Schölkopf, B.: 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)
  19. 39.
    Konferenzbeitrag
    Smola, A.; Gretton, A.; Song, L.; Schölkopf, B.: A Hilbert Space Embedding for Distributions. In: Discovery Science: 10th International Conference, DS 2007 Sendai, Japan, October 1-4, 2007, S. 40 - 41 (Hg. Corruble, V.; Takeda, M.; Suzuki, E.). 10th International Conference on Discovery Science (DS 2007), Sendai, Japan, 01. Oktober 2007 - 04. Oktober 2007. Springer, Berlin, Germany (2007)
  20. 40.
    Konferenzbeitrag
    Smola, A.; Gretton, A.; Song, L.; Schölkopf, B.: A Hilbert Space Embedding for Distributions. In: Algorithmic Learning Theory: 18th International Conference, ALT 2007, Sendai, Japan, October 1-4, 2007, S. 13 - 31 (Hg. Hutter, M.; Servedio, R.; Takimoto, E.). 18th International Conference on Algorithmic Learning Theory (ALT 2007), Sendai, Japan, 01. Oktober 2007 - 04. Oktober 2007. Springer, Berlin, Germany (2007)
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