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