Marius Kloft
Marius Kloft
Verified email at cs.uni-kl.de - Homepage
Title
Cited by
Cited by
Year
Lp-norm multiple kernel learning
M Kloft, U Brefeld, S Sonnenburg, A Zien
Journal of Machine Learning Research 12, 2011
3752011
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
3042009
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
1962014
Toward supervised anomaly detection
N Görnitz, M Kloft, K Rieck, U Brefeld
Journal of Artificial Intelligence Research 46, 235-262, 2013
1652013
Deep one-class classification
L Ruff, R Vandermeulen, N Goernitz, L Deecke, SA Siddiqui, A Binder, ...
International conference on machine learning, 4393-4402, 2018
1232018
Non-sparse multiple kernel learning
M Kloft, U Brefeld, P Laskov, S Sonnenburg
1182008
Online anomaly detection under adversarial impact
M Kloft, P Laskov
Proceedings of the Thirteenth International Conference on Artificial …, 2010
1012010
Learning kernels using local rademacher complexity
C Cortes, M Kloft, M Mohri
Advances in neural information processing systems, 2760-2768, 2013
732013
Security analysis of online centroid anomaly detection
M Kloft, P Laskov
Journal of Machine Learning Research 13 (Dec), 3681-3724, 2012
612012
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
582009
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
572008
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
552009
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
512019
A unifying view of multiple kernel learning
M Kloft, U Rückert, P Bartlett
Machine Learning and Knowledge Discovery in Databases, 66-81, 2010
502010
The local rademacher complexity of lp-norm multiple kernel learning
M Kloft, G Blanchard
Advances in Neural Information Processing Systems, 2438-2446, 2011
452011
Hidden markov anomaly detection
N Görnitz, M Braun, M Kloft
International conference on machine learning, 1833-1842, 2015
372015
Active and semi-supervised data domain description
N Görnitz, M Kloft, U Brefeld
Joint European Conference on Machine Learning and Knowledge Discovery in …, 2009
362009
Multi-class svms: From tighter data-dependent generalization bounds to novel algorithms
Y Lei, U Dogan, A Binder, M Kloft
Advances in Neural Information Processing Systems, 2035-2043, 2015
342015
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
342010
On the convergence rate of lp-norm multiple kernel learning
M Kloft, G Blanchard
Journal of Machine Learning Research 13 (Aug), 2465-2502, 2012
332012
The system can't perform the operation now. Try again later.
Articles 1–20