Books

Kernel Methods in Bioinformatics

Karsten M. Borgwardt
In Handbook of Statistical Bioinformatics, Springer Handbooks of Computational Statistics. (Eds.) Henry Horng-Shing Lu, Bernhard Schölkopf and Hongyu Zhao. pp. 317–334. Springer Berlin Heidelberg, 2011.

Covariate Shift and Local Learning by Distribution Matching

Arthur Gretton, Alexander Smola, Jiayuan Huang, Marcel Schmittfull, Karsten Borgwardt and Bernhard Schölkopf
In Dataset Shift in Machine Learning. (Eds.) Joaquin Quiñonero-Candela, Masashi Sugiyama, Anton Schwaighofer and Neil D. Lawrence. MIT Press, Cambridge, MA, USA, 2008.

Methods and Tools in Genome-wide Association Studies

Anja C. Gumpinger, Damian Roqueiro, Dominik G. Grimm and Karsten M. Borgwardt
In: Computational Cell Biology. Methods in Molecular Biology. (Eds) Louise von Stechow L., Alberto Santos Delgado; vol 1819. Humana Press, New York, NY

Additional resources and supplementary material for this book can be found in here.