Marius Kloft
Marius Kloft
ยืนยันอีเมลแล้วที่ cs.uni-kl.de - หน้าแรก
ชื่ออ้างโดยปี
Lp-norm multiple kernel learning
M Kloft, U Brefeld, S Sonnenburg, A Zien
Journal of Machine Learning Research 12, 2011
3462011
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
2922009
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
1482014
Non-sparse multiple kernel learning
M Kloft, U Brefeld, P Laskov, S Sonnenburg
1192008
Toward supervised anomaly detection
N Görnitz, M Kloft, K Rieck, U Brefeld
Journal of Artificial Intelligence Research 46, 235-262, 2013
1142013
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
602013
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
522008
Security analysis of online centroid anomaly detection
M Kloft, P Laskov
Journal of Machine Learning Research 13 (Dec), 3681-3724, 2012
512012
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
512009
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
492009
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
412011
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
On the convergence rate of lp-norm multiple kernel learning
M Kloft, G Blanchard
Journal of Machine Learning Research 13 (Aug), 2465-2502, 2012
322012
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
292015
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
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
262019
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
262015
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บทความ 1–20