Karsten Borgwardt
Title
Cited by
Cited by
Year
A kernel two-sample test
A Gretton, KM Borgwardt, MJ Rasch, B Schölkopf, A Smola
The Journal of Machine Learning Research 13 (1), 723-773, 2012
21172012
Correcting sample selection bias by unlabeled data
J Huang, A Gretton, K Borgwardt, B Schölkopf, A Smola
Advances in neural information processing systems 19, 601-608, 2006
13392006
A kernel method for the two-sample-problem
A Gretton, K Borgwardt, M Rasch, B Schölkopf, A Smola
Advances in neural information processing systems 19, 513-520, 2006
12392006
Weisfeiler-lehman graph kernels.
N Shervashidze, P Schweitzer, EJ Van Leeuwen, K Mehlhorn, ...
Journal of Machine Learning Research 12 (9), 2011
10032011
Graph kernels
SVN Vishwanathan, NN Schraudolph, R Kondor, KM Borgwardt
The Journal of Machine Learning Research 11, 1201-1242, 2010
9502010
Whole-genome sequencing of multiple Arabidopsis thaliana populations
J Cao, K Schneeberger, S Ossowski, T Günther, S Bender, J Fitz, ...
Nature genetics 43 (10), 956, 2011
9412011
Shortest-path kernels on graphs
KM Borgwardt, HP Kriegel
Fifth IEEE international conference on data mining (ICDM'05), 8 pp., 2005
8072005
Integrating structured biological data by kernel maximum mean discrepancy
KM Borgwardt, A Gretton, MJ Rasch, HP Kriegel, B Schölkopf, AJ Smola
Bioinformatics 22 (14), e49-e57, 2006
7302006
Protein function prediction via graph kernels
KM Borgwardt, CS Ong, S Schönauer, SVN Vishwanathan, AJ Smola, ...
Bioinformatics 21 (suppl_1), i47-i56, 2005
6922005
Efficient graphlet kernels for large graph comparison
N Shervashidze, SVN Vishwanathan, T Petri, K Mehlhorn, K Borgwardt
Artificial Intelligence and Statistics, 488-495, 2009
6652009
1,135 genomes reveal the global pattern of polymorphism in Arabidopsis thaliana
C Alonso-Blanco, J Andrade, C Becker, F Bemm, J Bergelson, ...
Cell 166 (2), 481-491, 2016
5962016
Spontaneous epigenetic variation in the Arabidopsis thaliana methylome
C Becker, J Hagmann, J Müller, D Koenig, O Stegle, K Borgwardt, ...
Nature 480 (7376), 245-249, 2011
5952011
Covariate shift by kernel mean matching
A Gretton, A Smola, J Huang, M Schmittfull, K Borgwardt, B Schölkopf
Dataset shift in machine learning 3 (4), 5, 2009
4032009
The genome of the simian and human malaria parasite Plasmodium knowlesi
A Pain, U Böhme, AE Berry, K Mungall, RD Finn, AP Jackson, T Mourier, ...
Nature 455 (7214), 799-803, 2008
3962008
Feature selection via dependence maximization
L Song, A Smola, A Gretton, J Bedo, K Borgwardt
The Journal of Machine Learning Research 13 (1), 1393-1434, 2012
3142012
Epigenomic diversity in a global collection of Arabidopsis thaliana accessions
T Kawakatsu, SC Huang, F Jupe, E Sasaki, RJ Schmitz, MA Urich, ...
Cell 166 (2), 492-505, 2016
3122016
Supervised feature selection via dependence estimation
L Song, A Smola, A Gretton, KM Borgwardt, J Bedo
Proceedings of the 24th international conference on Machine learning, 823-830, 2007
2972007
Fast subtree kernels on graphs
N Shervashidze, K Borgwardt
Advances in neural information processing systems, 1660-1668, 2009
2532009
Arabidopsis defense against Botrytis cinerea: chronology and regulation deciphered by high-resolution temporal transcriptomic analysis
O Windram, P Madhou, S McHattie, C Hill, R Hickman, E Cooke, ...
The Plant Cell 24 (9), 3530-3557, 2012
2512012
Future trends in data mining
HP Kriegel, KM Borgwardt, P Kröger, A Pryakhin, M Schubert, A Zimek
Data Mining and Knowledge Discovery 15 (1), 87-97, 2007
2192007
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Articles 1–20