Zien, Alexander

11 publications

JMLR 2011 Lp-Norm Multiple Kernel Learning Marius Kloft, Ulf Brefeld, Sören Sonnenburg, Alexander Zien

ICML 2011 Support Vector Machines as Probabilistic Models Vojtech Franc, Alexander Zien, Bernhard Schölkopf

MLOSS 2010 The SHOGUN Machine Learning Toolbox Sören Sonnenburg, Gunnar Rätsch, Sebastian Henschel, Christian Widmer, Jonas Behr, Alexander Zien, Fabio de Bona, Alexander Binder, Christian Gehl, Vojtěch Franc

NeurIPS 2009 Efficient and Accurate Lp-Norm Multiple Kernel Learning Marius Kloft, Ulf Brefeld, Pavel Laskov, Klaus-Robert Müller, Alexander Zien, Sören Sonnenburg

ECML-PKDD 2009 The Feature Importance Ranking Measure Alexander Zien, Nicole Krämer, Sören Sonnenburg, Gunnar Rätsch

ICML 2007 Multiclass Multiple Kernel Learning Alexander Zien, Cheng Soon Ong

ICML 2007 Transductive Support Vector Machines for Structured Variables Alexander Zien, Ulf Brefeld, Tobias Scheffer

ICML 2006 A Continuation Method for Semi-Supervised SVMs Olivier Chapelle, Mingmin Chi, Alexander Zien

ICML 2005 Large Margin Non-Linear Embedding Alexander Zien, Joaquin Quiñonero Candela

AISTATS 2005 Semi-Supervised Classification by Low Density Separation Olivier Chapelle, Alexander Zien

NeurIPS 2003 Prediction on Spike Data Using Kernel Algorithms Jan Eichhorn, Andreas Tolias, Alexander Zien, Malte Kuss, Jason Weston, Nikos Logothetis, Bernhard Schölkopf, Carl E. Rasmussen