EPrints submitted by Karsten Borgwardt
Click here to see user's record. Number of EPrints submitted by this user: 10
A robust Bayesian two-sample test for detecting intervals of differential gene expression in microarray time series
Oliver Stegle, Katherine Denby, Zoubin Ghahramani, David Wild and Karsten Borgwardt
RECOMB 2009
2008.
A kernel method for unsupervised structured network inference
Christoph Lippert, Oliver Stegle, Zoubin Ghahramani and Karsten Borgwardt
AISTATS 2009
2008.
Efficient Graphlet Kernels for Large Graph Comparison
Nino Shervashidze, S V N Vishwanathan, Tobias Petri, Kurt Mehlhorn and Karsten Borgwardt
AISTATS 2009
2008.
Near-optimal supervised feature selection among frequent subgraphs
Marisa Thoma, Hong Cheng, Arthur Gretton, Jiawei Han, Hans-Peter Kriegel, Alex Smola, Le Song, Philip Yu, Xifeng Yan and Karsten Borgwardt
SIAM Data Mining (SDM) 2009
2008.
EPIBLASTER-Fast exhaustive two-locus epistasis detection strategy using graphical processing units
Tony Kam-Thong, Darina Czamara, Koji Tsuda, Karsten Borgwardt, Cathryn M. Lewis, Angelika Erhardt-Lehmann, Bernhard Hemmer, Peter Rieckmann, Markus Daake, Frank Weber, Christiane Wolf, Andreas Ziegler, Benno Pütz, Florian Holsboer, Bernhard Schölkopf and Bertram Müller-Myhsok
European Journal of Human Genetics
Volume 19,
,
2011.
Graph Kernels
SVN Vishwanathan, Nicol N. Schraudolph, Risi Kondor and Karsten Borgwardt
Journal of Machine Learning Research
Number 11,
,
2010.
Discriminative frequent subgraph mining with optimality guarantees
Marisa Thoma, Hong Cheng, Arthur Gretton, Jiawei Han, Hans-Peter Kriegel, Alexander J. Smola, Le Song, Philip S. Yu, Xifeng Yan and Karsten Borgwardt
Journal of Statistical Analysis and Data Mining
Volume 3,
Number 5,
,
2010.
Epistasis detection on quantitative phenotypes by exhaustive enumeration using GPUs
Tony Kam-Thong, Benno Puetz, Nazanin Karbalai, Bertram Müller-Myhsok and Karsten Borgwardt
Bioinformatics
Volume 27,
Number 13,
,
2011.
Two-locus association mapping in subquadratic runtime
Panagiotis Achlioptas, Bernhard Schölkopf and Karsten Borgwardt
Proceedings of the 17th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining
,
2011.
Feature Selection via Dependence Maximization
Le Song, Alex Smola, Arthur Gretton, Justin Bedo and Karsten Borgwardt
Journal of Machine Learning Research
Volume 13,
,
2012.
|
