Publications

Camps-Valls, G.; Shervashidze, N.; Borgwardt, K.: Spatio-Spectral Remote Sensing Image Classification With Graph Kernels. IEEE Geoscience and Remote Sensing Letters 7 (4), pp. 741 - 745 (2010)

Lippert, C.; Ghahramani, Z.; Borgwardt, K. M.: Gene function prediction from synthetic lethality networks via ranking on demand. Bioinformatics 26 (7), pp. 912 - 918 (2010)

Stegle, O.; Denby, K. J.; Cooke, E. J.; Wild, D. L.; Ghahramani, Z.; Borgwardt, K. M.: A Robust Bayesian Two-Sample Test for Detecting Intervals of Differential Gene Expression in Microarray Time Series. Journal of Computational Biology 17 (3), pp. 355 - 367 (2010)

Thoma, M.; Cheng, H.; Gretton, A.; Han, J.; Kriegel, H.-P.; Smola, A.; Song, L.; Yu, P. S.; Yan, X.; Borgwardt, K. M.: Discriminative frequent subgraph mining with optimality guarantees. Statistical Analysis and Data Mining 3 (5), pp. 302 - 318 (2010)

Vishwanathan, S. V. N.; Schraudolph, N. N.; Kondor, R.; Borgwardt, K.: Graph Kernels. Journal of Machine Learning Research 11 (40), pp. 1201 - 1242 (2010)