PASCAL - Pattern Analysis, Statistical Modelling and Computational Learning

EPrints submitted by Marius Kloft

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Number of EPrints submitted by this user: 9

The Local Rademacher Complexity of Lp-Norm Multiple Kernel Learning
Marius Kloft and Gilles Blanchard
Arxiv preprint Number 1103.0790v1, 2011.

Lp-Norm Multiple Kernel Learning
Marius Kloft, Ulf Brefeld, Sören Sonnenburg and Alexander Zien
Journal of Machine Learning Research Volume 12, 2011.

A Unifying View of Multiple Kernel Learning
Marius Kloft, Ulrich Rückert and Peter L. Bartlett
In: ECML 2010, 20 Sep - 24 Sep, Barcelona, Spain.

Online Anomaly Detection under Adversarial Impact
Marius Kloft and Pavel Laskov
In: JMLR Workshop and Conference Proceedings 9 (AISTATS 2010)., 12 May -- 14 May 2010, Sardinia, Italy.

Security Analysis of Online Centroid Anomaly Detection
Marius Kloft and Pavel Laskov
Technical Report UCB/EECS-2010-22 2010.

The Local Rademacher Complexity of Lp-Norm Multiple Kernel Learning
Marius Kloft and Gilles Blanchard
In: Advances in Neural Information Processing Systems (2012) Neural Information Processing Systems , Vancouver, British Columbia, Canada .

Lp-Norm Multiple Kernel Learning
Marius Kloft
(2011) PhD thesis, Technische Universität Berlin.

Transfer Learning With Adaptive Regularizers
Ulrich Rückert and Marius Kloft
In: Proceedings of the European Conference on Machine Learning (2011) Springer , Athens, Greece .

A New Scatter-Based Multi-Class Support Vector Machine
Robert Jenssen, Marius Kloft, Sören Sonnenburg, Alexander Zien and Klaus-Robert Müller
In: Proceedings of the IEEE International Workshop on Machine Learning for Signal Processing (2011) IEEE , Beijing, China , pp. 1-6. ISBN 1551-2541