Publikationen von KM Borgwardt

Konferenzbeitrag (29)

41.
Konferenzbeitrag
Song, L.; Smola, A.; Gretton, A.; Borgwardt, K.: A Dependence Maximization View of Clustering. In: ICML '07: 24th International Conference on Machine Learning, S. 815 - 822 (Hg. Ghahramani, Z.). Twenty-Fourth Annual International Conference on Machine Learning (ICML 2007), Corvallis, OR, USA, 20. Juni 2007 - 24. Juni 2007. ACM Press, New York, NY, USA (2007)
42.
Konferenzbeitrag
Song, L.; Smola, A.; Gretton, A.; Borgwardt, K.; Bedo, J.: Supervised Feature Selection via Dependence Estimation. In: ICML '07: 24th International Conference on Machine Learning, S. 823 - 830 (Hg. Ghahramani, Z.). 24th Annual International Conference on Machine Learning (ICML 2007), Corvallis, OR, USA, 20. Juni 2007 - 24. Juni 2007. ACM Press, New York, NY, USA (2007)
43.
Konferenzbeitrag
Borgwardt, K.; Kriegel, H.-P.; Vishwanathan, S.; Schraudolph, N.: Graph kernels for disease outcome prediction from protein-protein interaction networks. In: Biocomputing 2007, Proceedings of the Pacific Symposium, Maui, Hawaii, USA, 3-7 January 2007, S. 4 - 15 (Hg. Altman, R.; Dunker, A.; Hunter, L.; Murray, T.; Klein, T.). 12. Pacific Symposium on Biocomputing (PSB 2007), Maui, HI, USA, 03. Januar 2007 - 07. Januar 2007. World Scientific, Hackensack, NJ, USA (2007)
44.
Konferenzbeitrag
Borgwardt, K.; Kriegel, H.-P.; Wackersreuther, P.: Pattern Mining in Frequent Dynamic Subgraphs. In: Sixth International Conference on Data Mining (ICDM'06), S. 818 - 822. Sixth International Conference on Data Mining (ICDM 2006), Hong Kong, China, 18. Dezember 2006 - 22. Dezember 2006. IEEE Computer Society, Los Alamitos, CA, USA (2006)
45.
Konferenzbeitrag
Assfalg, J.; Borgwardt, K.; Kriegel, H.-P.: 3DString: a feature string kernel for 3D object classification on voxelized data. In: CIKM '06: Proceedings of the 15th ACM International Conference on Information and Knowledge Management, S. 198 - 207 (Hg. Yu, P.; Tsotras, V.; Fox, E.; Liu, B.). 15th ACM International Conference on Information and Knowledge Management (CIKM 2006), Arlington, VA, USA, 06. November 2006 - 11. November 2006. ACM Press, New York, NY, USA (2006)
46.
Konferenzbeitrag
Borgwardt, K.; Gretton, A.; Rasch, M.; Kriegel, H.-P.; Schölkopf, B.; Smola, A.: Integrating Structured Biological data by Kernel Maximum Mean Discrepancy. 14th International Conference on Intelligent Systems for Molecular Biology (ISMB 2006), Fortaleza, Brazil, 06. August 2006 - 10. August 2006. Bioinformatics 22 (14), S. e49 - e57 (2006)
47.
Konferenzbeitrag
Borgwardt, K.; Kriegel, H.-P.: Shortest-path kernels on graphs. In: Fifth IEEE International Conference on Data Mining (ICDM'05), S. 74 - 81. Fifth International Conference on Data Mining (ICDM 2005), Houston, TX, USA, 27. November 2005 - 30. November 2005. IEEE Computer Society, Los Alamitos, CA, USA (2005)
48.
Konferenzbeitrag
Borgwardt, K.; Guttman , O.; Vishwanathan, S.; Smola, A.: Joint Regularization. In: 13th European Symposium on Artificial Neural Networks (ESANN 2005), S. 455 - 460 (Hg. Verleysen, M.). 13th European Symposium on Artificial Neural Networks (ESANN 2005), Brugge, Belgium, 27. April 2005 - 29. April 2005. d-side, Evere, Belgium (2005)

Meeting Abstract (2)

49.
Meeting Abstract
Borgwardt, K.: New challenges for feature selection in the life sciences. In 23rd European Conference on Operational Research (Euro XXIII), TE-30-2, S. 217. 23rd European Conference on Operational Research (Euro XXIII), Bonn, Germany, 05. Juli 2009 - 08. Juli 2009. (2009)
50.
Meeting Abstract
Vishwanathan, S.; Guttman, O.; Borgwardt, K.; Smola, A.: Kernel Extrapolations for Enzyme Classification. In NIPS 2004 Workshop on New Problems and Methods in Computational Biology (MLCB 2004). NIPS 2004 Workshop on New Problems and Methods in Computational Biology (MLCB 2004), Vancouver, Canada. (2004)

Vortrag (11)

51.
Vortrag
Borgwardt, K.: Two-locus association mapping in subquadratic time. Seminar Series: European Molecular Biology Laboratory, Heidelberg, Germany (2011)
52.
Vortrag
Borgwardt, K.; Shervashidze, N.: Advanced graph kernels: The Weisfeiler-Lehman Kernel. Computational Approaches for Analyzing Complex Biological Systems 2010, Tübingen, Germany (2010)
53.
Vortrag
Borgwardt, K.; Shervashidze, N.; Vishwanathan, S.; Petri, T.; Mehlhorn, K.: Advanced graph kernels: Graphlet Kernels. Computational Approaches for Analyzing Complex Biological Systems 2010, Tübingen, Germany (2010)
54.
Vortrag
Borgwardt, K.; Stegle, O.: An Introduction to Graph Mining. Computational Approaches for Analyzing Complex Biological Systems 2010, Tübingen, Germany (2010)
55.
Vortrag
Borgwardt, K.; Stegle, O.: An Introduction to Graph Mining. Computational Approaches for Analyzing Complex Biological Systems 2010, Tübingen, Germany (2010)
56.
Vortrag
Stegle, O.; Borgwardt, K.: An introduction to Gaussian processes. Computational Approaches for Analyzing Complex Biological Systems 2010, Tübingen, Germany (2010)
57.
Vortrag
Stegle, O.; Borgwardt, K.: An Introduction to Probabilistic modeling. Computational Approaches for Analyzing Complex Biological Systems 2010, Tübingen, Germany (2010)
58.
Vortrag
Stegle, O.; Borgwardt, K.: Linear models. Computational Approaches for Analyzing Complex Biological Systems 2010, Tübingen, Germany (2010)
59.
Vortrag
Stegle, O.; Borgwardt, K.: GP Applications. Computational Approaches for Analyzing Complex Biological Systems 2010, Tübingen, Germany (2010)
60.
Vortrag
Borgwardt, K.; Tsuda, K.; Vishwanathan, S.; Yan, X.: Structured Input - Structured Output. NIPS 2008 Workshop: Structured Input - Structured Output (NIPS SISO 2008) , Whistler, BC, Canada (2008)
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