Publications of K Borgwardt
All genres
Journal Article (17)
1.
Journal Article
43 (9), pp. 1972 - 1979 (2018)
Aberrant working memory processing in major depression: evidence from multivoxel pattern classification. Neuropsychopharmacology 2.
Journal Article
28 (7), pp. 1001 - 1008 (2012)
ShapePheno: Unsupervised extraction of shape phenotypes from biological image collections. Bioinformatics 3.
Journal Article
13, pp. 723 - 773 (2012)
A Kernel Two-Sample Test. Journal of Machine Learning Research 4.
Journal Article
13, pp. 1393 - 1434 (2012)
Feature Selection via Dependence Maximization. Journal of Machine Learning Research 5.
Journal Article
480 (7376), pp. 245 - 249 (2011)
Spontaneous epigenetic variation in the Arabidopsis thaliana methylome. Nature 6.
Journal Article
43 (10), pp. 956 - 963 (2011)
Whole-genome sequencing of multiple Arabidopsis thaliana populations. Nature Genetics 7.
Journal Article
12, pp. 2539 - 2561 (2011)
Weisfeiler-Lehman Graph Kernels. The Journal of Machine Learning Research 8.
Journal Article
19 (4), pp. 465 - 471 (2011)
EPIBLASTER-fast exhaustive two-locus epistasis detection strategy using graphical processing units. European Journal of Human Genetics 9.
Journal Article
7 (4), pp. 741 - 745 (2010)
Spatio-Spectral Remote Sensing Image Classification With Graph Kernels. IEEE Geoscience and Remote Sensing Letters 10.
Journal Article
3 (5), pp. 302 - 318 (2010)
Discriminative frequent subgraph mining with optimality guarantees. Statistical Analysis and Data Mining 11.
Journal Article
17 (3), pp. 355 - 367 (2010)
A Robust Bayesian Two-Sample Test for Detecting Intervals of Differential Gene Expression in Microarray Time Series. Journal of Computational Biology 12.
Journal Article
2010, pp. 1 - 11 (2010)
Statistical Tests for Detecting Differential RNA-Transcript Expression from Read Counts. Nature Precedings 13.
Journal Article
26 (7), pp. 912 - 918 (2010)
Gene function prediction from synthetic lethality networks via ranking on demand. Bioinformatics 14.
Journal Article
11, pp. 1201 - 1242 (2010)
Graph Kernels. Journal of Machine Learning Research 15.
Journal Article
30 (8), pp. 707 - 710 (2008)
Predicting phenotypic effects of gene perturbations in C. elegans using an integrated network model. Bioessays 16.
Journal Article
69 (7-9), pp. 721 - 729 (2006)
Kernel extrapolation. Neurocomputing 17.
Journal Article
21 (Supplement 1), pp. i47 - i56 (2005)
Protein function prediction via graph kernels. Bioinformatics Book Chapter (2)
18.
Book Chapter
Schölkopf, B.; Zhao, H.). Springer, Berlin, Germany (2011)
Kernel Methods in Bioinformatics. In: Handbook of Statistical Bioinformatics, pp. 317 - 334 (Eds. Lu, H.-S.; 19.
Book Chapter
Covariate Shift by Kernel Mean Matching. In: Dataset Shift in Machine Learning, 8, pp. 131 - 160 (Eds. Quiñonero-Candela, J.; Sugiyama, M.; Schwaighofer, A.; Lawrence, N.). MIT Press, Cambridge, MA, USA (2009)
Conference Paper (29)
20.
Conference Paper
Efficient inference in matrix-variate Gaussian models with iid observation noise. In: Advances in Neural Information Processing Systems 24, pp. 630 - 638 (Eds. Shawe-Taylor, J.; Zemel, R.; Bartlett, P.; Pereira, F.; Weinberger, K.). Twenty-Fifth Annual Conference on Neural Information Processing Systems (NIPS 2011), Granada, Spain. Curran, Red Hook, NY, USA (2012)