Publications of KM Borgwardt

Conference Paper (28)

41.
Conference Paper
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, pp. 198 - 207 (Eds. Yu, P.; Tsotras, V.; Fox, E.; Liu, B.). 15th ACM International Conference on Information and Knowledge Management (CIKM 2006), Arlington, VA, USA, November 06, 2006 - November 11, 2006. ACM Press, New York, NY, USA (2006)
42.
Conference Paper
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, August 06, 2006 - August 10, 2006. Bioinformatics 22 (14), pp. e49 - e57 (2006)
43.
Conference Paper
Borgwardt, K.; Kriegel, H.-P.: Shortest-path kernels on graphs. In: Fifth IEEE International Conference on Data Mining (ICDM'05), pp. 74 - 81. Fifth International Conference on Data Mining (ICDM 2005), Houston, TX, USA, November 27, 2005 - November 30, 2005. IEEE Computer Society, Los Alamitos, CA, USA (2005)
44.
Conference Paper
Borgwardt, K.; Guttman , O.; Vishwanathan, S.; Smola, A.: Joint Regularization. In: 13th European Symposium on Artificial Neural Networks (ESANN 2005), pp. 455 - 460 (Ed. Verleysen, M.). 13th European Symposium on Artificial Neural Networks (ESANN 2005), Brugge, Belgium, April 27, 2005 - April 29, 2005. d-side, Evere, Belgium (2005)

Meeting Abstract (3)

45.
Meeting Abstract
Klotzbücher, K.; Kobayashi, Y.; Shervashidze, N.; Stegle, O.; Müller-Myhsok, B.; Weigel, D.; Borgwardt, K.: Efficient branch-and-bound techniques for two-locus association mapping. In BMC Bioinformatics, 12 (Supplement 11), A3. Seventh International Society for Computational Biology (ISCB) Student Council Symposium 2011, Wien, Austria, July 15, 2011. BioMed Central (2011)
46.
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, p. 217. 23rd European Conference on Operational Research (Euro XXIII), Bonn, Germany, July 05, 2009 - July 08, 2009. (2009)
47.
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)

Talk (11)

48.
Talk
Borgwardt, K.: Two-locus association mapping in subquadratic time. Seminar Series: European Molecular Biology Laboratory, Heidelberg, Germany (2011)
49.
Talk
Borgwardt, K.; Shervashidze, N.: Advanced graph kernels: The Weisfeiler-Lehman Kernel. Computational Approaches for Analyzing Complex Biological Systems 2010, Tübingen, Germany (2010)
50.
Talk
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)
51.
Talk
Borgwardt, K.; Stegle, O.: An Introduction to Graph Mining. Computational Approaches for Analyzing Complex Biological Systems 2010, Tübingen, Germany (2010)
52.
Talk
Borgwardt, K.; Stegle, O.: An Introduction to Graph Mining. Computational Approaches for Analyzing Complex Biological Systems 2010, Tübingen, Germany (2010)
53.
Talk
Stegle, O.; Borgwardt, K.: An introduction to Gaussian processes. Computational Approaches for Analyzing Complex Biological Systems 2010, Tübingen, Germany (2010)
54.
Talk
Stegle, O.; Borgwardt, K.: An Introduction to Probabilistic modeling. Computational Approaches for Analyzing Complex Biological Systems 2010, Tübingen, Germany (2010)
55.
Talk
Stegle, O.; Borgwardt, K.: Linear models. Computational Approaches for Analyzing Complex Biological Systems 2010, Tübingen, Germany (2010)
56.
Talk
Stegle, O.; Borgwardt, K.: GP Applications. Computational Approaches for Analyzing Complex Biological Systems 2010, Tübingen, Germany (2010)
57.
Talk
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)
58.
Talk
Gretton, A.; Borgwardt, K.; Fukumizu, K.; Rasch, M.; Schölkopf, B.; Smola, A.; Song , L.; Teo, C.: Hilbert Space Representations of Probability Distributions. 2nd Workshop on Machine Learning and Optimization at the ISM, Tokyo, Japan (2007)

Poster (5)

59.
Poster
Drewe, P.; Stegle, O.; Bohnert, R.; Borgwardt, K.; Rätsch, G.: Statistical Tests for Detecting Differential RNA-Transcript Expression from Read Counts. 19th Annual International Conference on Intelligent Systems for Molecular Biology and 10th European Conference on Computational Biology (ISMB/ECCB 2011), Wien, Austria (2011)
60.
Poster
Lippert, C.; Stegle, O.; Nickisch, H.; Borgwardt, K.; Weigel, D.: Experimental design for genome-wide association studies. 18th Annual International Conference on Intelligent Systems for Molecular Biology (ISMB 2010), Boston, MA, USA (2010)
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