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All publications by Pavel Laskov
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Poisoning Attacks against Support Vector Machines
Battista Biggio, Blaine Nelson and Pavel Laskov
Proceedings of the 29th International Conference on Machine Learning (ICML-12), 2012


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


Linear-Time Computation of Similarity Measures for Sequential Data
Konrad Rieck and Pavel Laskov
Journal of Machine Learning Research, 2008


Stopping conditions for exact computation of leave-one-out error in support vector machines
Vojtech Franc, Pavel Laskov and Klaus-robert Müller
Proceedings of the 25th International Conference on Machine Learning (ICML-08), 2008


Computation of Similarity Measures for Sequential Data using Generalized Suffix Trees
Konrad Rieck, Pavel Laskov and Sören Sonnenburg
Advances in Neural Information Processing Systems 19, 2006


Incremental Support Vector Learning: Analysis, Implementation and Applications
Pavel Laskov, Christian Gehl, Stefan Krüger and Klaus-robert Müller
Journal of Machine Learning Research, 2006


A Fast Algorithm for Joint Diagonalization with Non-orthogonal Transformations and its Application to Blind Source Separation
Andreas Ziehe, Pavel Laskov, Guido Nolte and Klaus-robert Müller
Journal of Machine Learning Research, 2004