Marius Kloft
Marius Kloft
Verified email at cs.uni-kl.de - Homepage
TitleCited byYear
Lp-norm multiple kernel learning
M Kloft, U Brefeld, S Sonnenburg, A Zien
Journal of Machine Learning Research 12, 2011
3542011
Efficient and accurate lp-norm multiple kernel learning
M Kloft, U Brefeld, S Sonnenburg, P Laskov, KR Müller, A Zien
Advances in neural information processing systems 22 (22), 997-1005, 2009
2972009
Predicting MOOC dropout over weeks using machine learning methods
M Kloft, F Stiehler, Z Zheng, N Pinkwart
Proceedings of the EMNLP 2014 workshop on analysis of large scale social …, 2014
1582014
Toward supervised anomaly detection
N Görnitz, M Kloft, K Rieck, U Brefeld
Journal of Artificial Intelligence Research 46, 235-262, 2013
1262013
Non-sparse multiple kernel learning
M Kloft, U Brefeld, P Laskov, S Sonnenburg
1162008
Online anomaly detection under adversarial impact
M Kloft, P Laskov
Proceedings of the Thirteenth International Conference on Artificial …, 2010
842010
Learning kernels using local rademacher complexity
C Cortes, M Kloft, M Mohri
Advances in neural information processing systems, 2760-2768, 2013
632013
Security analysis of online centroid anomaly detection
M Kloft, P Laskov
Journal of Machine Learning Research 13 (Dec), 3681-3724, 2012
592012
Active learning for network intrusion detection
N Görnitz, M Kloft, K Rieck, U Brefeld
Proceedings of the 2nd ACM workshop on Security and artificial intelligence …, 2009
542009
Automatic feature selection for anomaly detection
M Kloft, U Brefeld, P Düessel, C Gehl, P Laskov
Proceedings of the 1st ACM workshop on Workshop on AISec, 71-76, 2008
532008
A framework for quantitative security analysis of machine learning
P Laskov, M Kloft
Proceedings of the 2nd ACM workshop on Security and artificial intelligence, 1-4, 2009
502009
Deep one-class classification
L Ruff, R Vandermeulen, N Goernitz, L Deecke, SA Siddiqui, A Binder, ...
International Conference on Machine Learning, 4393-4402, 2018
452018
A unifying view of multiple kernel learning
M Kloft, U Rückert, P Bartlett
Machine Learning and Knowledge Discovery in Databases, 66-81, 2010
452010
The local rademacher complexity of lp-norm multiple kernel learning
M Kloft, G Blanchard
Advances in Neural Information Processing Systems, 2438-2446, 2011
432011
Active and semi-supervised data domain description
N Görnitz, M Kloft, U Brefeld
Joint European Conference on Machine Learning and Knowledge Discovery in …, 2009
352009
The Joint Submission of the TU Berlin and Fraunhofer FIRST (TUBFI) to the ImageCLEF2011 Photo Annotation Task.
A Binder, W Samek, M Kloft, C Müller, KR Müller, M Kawanabe
CLEF (Notebook Papers/Labs/Workshop) 153, 10-13, 2011
322011
Hidden markov anomaly detection
N Görnitz, M Braun, M Kloft
International conference on machine learning, 1833-1842, 2015
312015
On the convergence rate of lp-norm multiple kernel learning
M Kloft, G Blanchard
Journal of Machine Learning Research 13 (Aug), 2465-2502, 2012
312012
Multiple kernel k-means with incomplete kernels
X Liu, X Zhu, M Li, L Wang, E Zhu, T Liu, M Kloft, D Shen, J Yin, W Gao
IEEE transactions on pattern analysis and machine intelligence, 2019
292019
Non-sparse regularization and efficient training with multiple kernels
M Kloft, U Brefeld, S Sonnenburg, A Zien
arXiv preprint arXiv:1003.0079 186, 189-190, 2010
282010
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