Books
Book chapters
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.
Machine Learning for Biomarker Discovery: Significant Pattern Mining
Felipe Llinares-López and Karsten Borgwardt
In N. Pržulj (Ed.), Analyzing Network Data in Biology and Medicine: An Interdisciplinary Textbook for Biological, Medical and Computational Scientists, pp. 313-368. Cambridge University Press, 2019
external page Online