Thomas Gärtner
Thomas Gärtner
TU Wien (Technical University of Vienna)
Verified email at tuwien.ac.at - Homepage
TitleCited byYear
On graph kernels: Hardness results and efficient alternatives
T Gärtner, P Flach, S Wrobel
Learning theory and kernel machines, 129-143, 2003
8272003
A survey of kernels for structured data
T Gärtner
ACM SIGKDD Explorations Newsletter 5 (1), 49-58, 2003
5442003
Multi-instance kernels
T Gärtner, PA Flach, A Kowalczyk, AJ Smola
ICML 2 (3), 7, 2002
5422002
Cyclic pattern kernels for predictive graph mining
T Horváth, T Gärtner, S Wrobel
Proceedings of the tenth ACM SIGKDD international conference on Knowledge …, 2004
3382004
Expressivity versus efficiency of graph kernels
J Ramon, T Gärtner
Proceedings of the first international workshop on mining graphs, trees and …, 2003
2592003
Efficient co-regularised least squares regression
U Brefeld, T Gärtner, T Scheffer, S Wrobel
Proceedings of the 23rd international conference on Machine learning, 137-144, 2006
1962006
Kernels and distances for structured data
T Gärtner, JW Lloyd, PA Flach
Machine Learning 57 (3), 205-232, 2004
1892004
Kernels for structured data
T Gärtner
World Scientific Pub Co Inc, 2009
184*2009
Label ranking algorithms: A survey
S Vembu, T Gärtner
Preference learning, 45-64, 2010
1212010
Player modeling for intelligent difficulty adjustment
O Missura, T Gärtner
International Conference on Discovery Science, 197-211, 2009
962009
Exponential and geometric kernels for graphs
T Gartner
NIPS^* 02 Workshop on Unreal Data: Principles of Modeling Nonvectorial Data, 2002
902002
Kernels for structured data
T Gaertner, J Lloyd, P Flach
Inductive Logic Programming, 66-83, 2003
892003
Kernels for structured data
T Gärtner, JW Lloyd, PA Flach
International Conference on Inductive Logic Programming, 66-83, 2002
892002
Kernels for structured data
T Gärtner, JW Lloyd, PA Flach
International Conference on Inductive Logic Programming, 66-83, 2002
892002
Graph kernels and gaussian processes for relational reinforcement learning
T Gärtner, K Driessens, J Ramon
International Conference on Inductive Logic Programming, 146-163, 2003
782003
Support-vector-machine-based ranking significantly improves the effectiveness of similarity searching using 2D fingerprints and multiple reference compounds
H Geppert, T Horváth, T Gärtner, S Wrobel, J Bajorath
Journal of chemical information and modeling 48 (4), 742-746, 2008
652008
Direct local pattern sampling by efficient two-step random procedures
M Boley, C Lucchese, D Paurat, T Gärtner
Proceedings of the 17th ACM SIGKDD international conference on Knowledge …, 2011
632011
Ligand prediction from protein sequence and small molecule information using support vector machines and fingerprint descriptors
H Geppert, J Humrich, D Stumpfe, T Gärtner, J Bajorath
Journal of chemical information and modeling 49 (4), 767-779, 2009
602009
Graph kernels and Gaussian processes for relational reinforcement learning
K Driessens, J Ramon, T Gärtner
Machine Learning 64 (1-3), 91-119, 2006
552006
Simpler knowledge-based support vector machines
QV Le, AJ Smola, T Gärtner
Proceedings of the 23rd international conference on machine learning, 521-528, 2006
432006
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Articles 1–20