Publications

Azencott, C.-A.; Grimm, D.; Sugiyama, M.; Kawahara, Y.; Borgwardt, K. M.: Efficient network-guided multi-locus association mapping with graph cuts. Bioinformatics 29 (13), pp. i171 - i179 (2013)

Drewe, P.; Stegle, O.; Hartmann, L.; Kahles, A.; Bohnert, R.; Wachter, A.; Borgwardt, K.; Rätsch, G.: Accurate detection of differential RNA processing. Nucleic Acids Research 41 (10), pp. 5189 - 5198 (2013)

Feragen, A.; Kasenburg, N.; Petersen, J.; de Bruijne, M.; Borgwardt, K.: Scalable kernels for graphs with continuous attributes. Advances in Neural Information Processing Systems 26 (NIPS 2013), pp. 216 - 224 (2013)

Fusi, N.; Lippert, C.; Borgwardt, K.; Lawrence, N. D.; Stegle, O.: Detecting regulatory gene–environment interactions with unmeasured environmental factors. Bioinformatics 29 (11), pp. 1382 - 1389 (2013)

Grimm, D.; Hagmann, J.; Koenig, D.; Weigel, D.; Borgwardt, K.: Accurate indel prediction using paired-end short reads. BMC Genomics 14 (1), 132 (2013)

Rakitsch, B.; Lippert, C.; Borgwardt, K.; Stegle, O.: It is all in the noise: Efficient multi-task Gaussian process inference with structured residuals. Advances in Neural Information Processing Systems 26 (NIPS 2013), pp. 1466 - 1474 (2013)

Rakitsch, B.; Lippert, C.; Stegle, O.; Borgwardt, K.: A Lasso multi-marker mixed model for association mapping with population structure correction. Bioinformatics 29 (2), pp. 206 - 214 (2013)

Sugiyama, M.; Borgwardt, K.: Measuring Statistical Dependence via the Mutual Information Dimension. Proceedings of the 23rd International Joint Conference on Artificial Intelligence (IJCAI 2013), pp. 1692 - 1698 (2013)

Sugiyama, M.; Borgwardt, K.: Rapid Distance-Based Outlier Detection via Sampling. Advances in Neural Information Processing Systems 26 (NIPS 2013), pp. 467 - 475 (2013)

Feragen, A.; Petersen, J.; Grimm, D.; Dirksen, A.; Pedersen, J. H.; Borgwardt, K.; de Bruijne, M.: Geometric Tree Kernels: Classification of COPD from Airway Tree Geometry. In: Information Processing in Medical Imaging, Vol. 7917, pp. 171 - 183 (Eds. Gee, J. C.; Joshi, S.; Pohl, K. M.; Wells, W. M.; Zöllei, L. et al.) (2013)