Publikationen von K Borgwardt
Alle Typen
Zeitschriftenartikel (14)
1.
Zeitschriftenartikel
: Aberrant working memory processing in major depression: evidence from multivoxel pattern classification. Neuropsychopharmacology 43 (9), S. 1972 - 1979 (2018)
2.
Zeitschriftenartikel
13, S. 723 - 773 (2012)
A Kernel Two-Sample Test. Journal of Machine Learning Research 3.
Zeitschriftenartikel
13, S. 1393 - 1434 (2012)
Feature Selection via Dependence Maximization. Journal of Machine Learning Research 4.
Zeitschriftenartikel
12, S. 2539 - 2561 (2011)
Weisfeiler-Lehman Graph Kernels. The Journal of Machine Learning Research 5.
Zeitschriftenartikel
: EPIBLASTER-fast exhaustive two-locus epistasis detection strategy using graphical processing units. European Journal of Human Genetics 19 (4), S. 465 - 471 (2011)
6.
Zeitschriftenartikel
7 (4), S. 741 - 745 (2010)
Spatio-Spectral Remote Sensing Image Classification With Graph Kernels. IEEE Geoscience and Remote Sensing Letters 7.
Zeitschriftenartikel
3 (5), S. 302 - 318 (2010)
Discriminative frequent subgraph mining with optimality guarantees. Statistical Analysis and Data Mining 8.
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 9.
Zeitschriftenartikel
2010, S. 1 - 11 (2010)
Statistical Tests for Detecting Differential RNA-Transcript Expression from Read Counts. Nature Precedings 10.
Zeitschriftenartikel
26 (7), S. 912 - 918 (2010)
Gene function prediction from synthetic lethality networks via ranking on demand. Bioinformatics 11.
Zeitschriftenartikel
11, S. 1201 - 1242 (2010)
Graph Kernels. Journal of Machine Learning Research 12.
Zeitschriftenartikel
30 (8), S. 707 - 710 (2008)
Predicting phenotypic effects of gene perturbations in C. elegans using an integrated network model. Bioessays 13.
Zeitschriftenartikel
69 (7-9), S. 721 - 729 (2006)
Kernel extrapolation. Neurocomputing 14.
Zeitschriftenartikel
21 (Supplement 1), S. i47 - i56 (2005)
Protein function prediction via graph kernels. Bioinformatics Buchkapitel (2)
15.
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.; 16.
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 (28)
17.
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)
18.
Konferenzbeitrag
Two-locus association mapping in subquadratic time. In: 17th ACM SIGKKD Conference on Knowledge Discovery and Data Mining (KDD 2011), S. 726 - 734 (Hg. Apté, C.; Ghosh, J.; Smyth, P.). 17th ACM SIGKKD Conference on Knowledge Discovery and Data Mining (KDD 2011), San Diego, CA, USA. ACM Press, New York, NY, USA (2011)
19.
Konferenzbeitrag
27 (13), S. i214 - i221 (2011)
Epistasis detection on quantitative phenotypes by exhaustive enumeration using GPUs. 19th Annual International Conference on Intelligent Systems for Molecular Biology and 10th European Conference on Computational Biology (ISMB/ECCB 2011), Wien, Austria, 17. Juli 2011 - 19. Juli 2011. Bioinformatics 20.
Konferenzbeitrag
Frequent subgraph discovery in dynamic networks. In: MLG '10: Proceedings of the Eighth Workshop on Mining and Learning with Graphs, S. 155 - 162. Eighth Workshop on Mining and Learning with Graphs (MLG '10), Washington, DC, USA, 24. Juli 2010 - 25. Juli 2010. ACM Press, New York, NY, USA (2010)