_{Publications:
Machine Learning and Computational Biology}

Gretton, A.; Borgwardt, K.; Rasch, M.; Schölkopf, B.; Smola, A.: A Kernel Two-Sample Test. Journal of Machine Learning Research 13, pp. 723 - 773 (2012)

Song, L.; Smola, A.; Gretton, A.; Bedo, J.; Borgwardt, K.: Feature Selection via Dependence Maximization. Journal of Machine Learning Research 13, pp. 1393 - 1434 (2012)

Fusi, N.; Stegle, O.; Lawrence, N.: Joint Modelling of Confounding Factors and Prominent Genetic Regulators Provides Increased Accuracy in Genetical Genomics Studies. PLoS Computational Biology 8 (1), pp. 1 - 9 (2012)

Lippert, C.; Listgarten, J.; Liu, Y.; Kadie , C.; Davidson, R.; Heckerman, D.: FaST linear mixed models for genome-wide association studies. Nature Methods 8 (10), pp. 833 - 835 (2011)

Shervashidze, N.; Schweitzer, P.; van Leeuwen , E.; Mehlhorn, K.; Borgwardt, M.: Weisfeiler-Lehman Graph Kernels. The Journal of Machine Learning Research 12, pp. 2539 - 2561 (2011)

Parts, L.; Stegle, O.; Winn, J.; Durbin, R.: Joint Genetic Analysis of Gene Expression Data with Inferred Cellular Phenotypes. PLoS Genetics 7 (1), pp. 1 - 10 (2011)

Stegle, O.; Roth, F.; Morris, Q.; Listgarten, J.: Personalized medicine: from genotypes and molecular phenotypes towards computed therapy. In: Biocomputing 2012: Proceedings of the Pacific Symposium, pp. 323 - 326 (Eds. Altman, R.; Dunker, A.; Hunter, L.; Murray, T.; Klein, T.). Pacific Symposium on Biocomputing (PSB 2012), Kohala Coast, HI, USA, January 03, 2012 - January 07, 2012. World Scientific Publishing, Singapore (2012)

Achlioptas, P.; Schölkopf, B.; Borgwardt, K.: Two-locus association mapping in subquadratic time. In: 17th ACM SIGKKD Conference on Knowledge Discovery and Data Mining (KDD 2011), pp. 726 - 734 (Eds. Apté, C.; Ghosh, J.; Smyth, P.). 17th ACM SIGKKD Conference on Knowledge Discovery and Data Mining (KDD 2011), San Diego, CA, USA. ACM Press, New York, NY, USA (2011)

Kam-Thong, T.; Pütz, B.; Karbalai, N.; Müller−Myhsok, B.; Borgwardt, K.: Epistasis detection on quantitative phenotypes by exhaustive enumeration using GPUs. 19th Annual International Conference on Intelligent Systems for Molecular Biology and 10th European Conference on Computational Biology (ISMB/ECCB 2011), Wien, Austria, July 17, 2011 - July 19, 2011. Bioinformatics 27 (13), pp. i214 - i221 (2011)

Stegle, O.: Exploiting NGS technologies for efficient and accurate genotype to phenotype mapping in plant systems. XVth Meeting of the EUCARPIA Section: Biometrics in Plant Breeding, Stuttgart-Hohenheim, Germany (2012)

Borgwardt, K.: Two-locus association mapping in subquadratic time. Seminar Series: European Molecular Biology Laboratory, Heidelberg, Germany (2011)