Karsten Borgwardt

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Alex SmolaBoson AIPatvirtintas el. paštas smola.org
Arthur GrettonGatsby Computational Neuroscience Unit and Google DeepmindPatvirtintas el. paštas gatsby.ucl.ac.uk
Bernhard SchölkopfDirector, Max Planck Institute for Intelligent Systems & ELLIS Institute Tübingen; Professor at ETHPatvirtintas el. paštas tuebingen.mpg.de
Bastian RieckProfessor, AIDOS Lab, University of FribourgPatvirtintas el. paštas unifr.ch
Hans-Peter KriegelProfessor für Informatik, Ludwig-Maximilians-University MunichPatvirtintas el. paštas dbs.ifi.lmu.de
Oliver StegleGerman Cancer Research Center (DKFZ) & EMBL HeidelbergPatvirtintas el. paštas dkfz.de
S V N VishwanathanAssociate Professor of Statistics and Computer Science, Purdue UniversityPatvirtintas el. paštas stat.purdue.edu
Detlef WeigelMax Planck Institute for Biology TübingenPatvirtintas el. paštas weigelworld.org
Dominik G. GrimmProfessor, TUM Campus Straubing, HSWTPatvirtintas el. paštas hswt.de
Christoph LippertProfessor, Hasso Plattner Institute, Universität PotsdamPatvirtintas el. paštas hpi.de
Felipe Llinares-LópezCo-founder and Principal Research Scientist at BioptimusPatvirtintas el. paštas bioptimus.com
Mahito SugiyamaAssociate Professor, National Institute of InformaticsPatvirtintas el. paštas nii.ac.jp
Le SongBiomap, Mohamed bin Zayed University of Artificial IntelligencePatvirtintas el. paštas biomap.com
Risi KondorAssociate Professor, The University of ChicagoPatvirtintas el. paštas cs.uchicago.edu
Kurt MehlhornProfessor of Computer Science, Max Planck Institute for Informatics, Saarland Informatics CampusPatvirtintas el. paštas mpi-inf.mpg.de
Chloé-Agathe AzencottMines ParisTechPatvirtintas el. paštas mines-paristech.fr
Zoubin GhahramaniProfessor, University of Cambridge, and Distinguished Researcher, GooglePatvirtintas el. paštas eng.cam.ac.uk
Barbara RakitschBosch Center for AIPatvirtintas el. paštas de.bosch.com
Aasa FeragenProfessor, DTU ComputePatvirtintas el. paštas dtu.dk
Cheng Soon OngData61, CSIRO, CanberraPatvirtintas el. paštas anu.edu.au

Stebėti

Karsten Borgwardt

Director, Max Planck Institute of Biochemistry

Patvirtintas el. paštas biochem.mpg.de - Pagrindinis puslapis

Machine Learning Systems Biology Bioinformatics Computational Biology Data Mining


Pavadinimas Rūšiuoti pagal šaltinius Rūšiuoti pagal metus Rūšiuoti pagal pavadinimą	Cituota Cituota	Metai
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	6104	2012
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, 2006	2795	2006
Weisfeiler-lehman graph kernels. N Shervashidze, P Schweitzer, EJ Van Leeuwen, K Mehlhorn, ... Journal of Machine Learning Research 12 (9), 2011	2586	2011
Correcting sample selection bias by unlabeled data J Huang, A Gretton, K Borgwardt, B Schölkopf, A Smola Advances in neural information processing systems 19, 2006	2231	2006
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	1800	2006
Graph kernels SVN Vishwanathan, NN Schraudolph, R Kondor, KM Borgwardt The Journal of Machine Learning Research 11, 1201-1242, 2010	1474	2010
Protein function prediction via graph kernels KM Borgwardt, CS Ong, S Schönauer, SVN Vishwanathan, AJ Smola, ... Bioinformatics 21 (suppl_1), i47-i56, 2005	1401	2005
Shortest-path kernels on graphs KM Borgwardt, HP Kriegel Fifth IEEE international conference on data mining (ICDM'05), 8 pp., 2005	1354	2005
Efficient graphlet kernels for large graph comparison N Shervashidze, SVN Vishwanathan, T Petri, K Mehlhorn, K Borgwardt Artificial intelligence and statistics, 488-495, 2009	1312	2009
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	1250	2016
Whole-genome sequencing of multiple Arabidopsis thaliana populations J Cao, K Schneeberger, S Ossowski, T Günther, S Bender, J Fitz, ... Nature genetics 43 (10), 956-963, 2011	1103	2011
Covariate shift by kernel mean matching A Gretton, A Smola, J Huang, M Schmittfull, K Borgwardt, B Schölkopf	840	2008
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	789	2011
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	679	2016
Feature Selection via Dependence Maximization. L Song, A Smola, A Gretton, J Bedo, K Borgwardt Journal of Machine Learning Research 13 (5), 2012	504	2012
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	493	2008
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	475	2007
The evaluation of tools used to predict the impact of missense variants is hindered by two types of circularity DG Grimm, CA Azencott, F Aicheler, U Gieraths, DG MacArthur, ... Human mutation 36 (5), 513-523, 2015	400	2015
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	386	2012
Early prediction of circulatory failure in the intensive care unit using machine learning SL Hyland, M Faltys, M Hüser, X Lyu, T Gumbsch, C Esteban, C Bock, ... Nature medicine 26 (3), 364-373, 2020	379	2020

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