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All publications by Marius Kloft
authors venues years



Hidden Markov Anomaly Detection
Nico Goernitz, Mikio Braun and Marius Kloft
Proceedings of the 32nd International Conference on Machine Learning (ICML-15), 2015


Multi-class SVMs: From Tighter Data-Dependent Generalization Bounds to Novel Algorithms
Yunwen Lei, Urun Dogan, Alexander Binder and Marius Kloft
Advances in Neural Information Processing Systems 28, 2015


Learning Kernels Using Local Rademacher Complexity
Corinna Cortes, Marius Kloft and Mehryar Mohri
Advances in Neural Information Processing Systems 26, 2013


The Local Rademacher Complexity of Lp-Norm Multiple Kernel Learning
Marius Kloft and Gilles Blanchard
Advances in Neural Information Processing Systems 24, 2011


Online Anomaly Detection under Adversarial Impact
Marius Kloft and Pavel Laskov
Proceedings of the Thirteenth International Conference on Artificial Intelligence and Statistics (AISTATS-10), 2010


Efficient and Accurate Lp-Norm Multiple Kernel Learning
Marius Kloft, Ulf Brefeld, Pavel Laskov, Klaus-robert Müller, Alexander Zien and Sören Sonnenburg
Advances in Neural Information Processing Systems 22, 2009