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All publications by Alexander Zien
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Support Vector Machines as Probabilistic Models
Vojtech Franc, Alexander Zien and Bernhard Schölkopf
Proceedings of the 28th International Conference on Machine Learning (ICML-11), 2011


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


Multiclass multiple kernel learning
Alexander Zien and Cheng S. Ong
Proceedings of the 24th International Conference on Machine Learning (ICML-07), 2007


Transductive support vector machines for structured variables
Alexander Zien, Ulf Brefeld and Tobias Scheffer
Proceedings of the 24th International Conference on Machine Learning (ICML-07), 2007


A continuation method for semi-supervised SVMs
Olivier Chapelle, Mingmin Chi and Alexander Zien
Proceedings of the 23th International Conference on Machine Learning (ICML-06), 2006


Large margin non-linear embedding
Alexander Zien and Joaquin Q. Candela
Proceedings of the 22nd International Conference on Machine Learning (ICML-05), 2005


Prediction on Spike Data Using Kernel Algorithms
Jan Eichhorn, Andreas Tolias, Alexander Zien, Malte Kuss, Jason Weston, Nikos Logothetis, Bernhard Schölkopf and Carl E. Rasmussen
Advances in Neural Information Processing Systems 16, 2003