Christmann, Andreas

7 publications

JMLR 2022 Total Stability of SVMs and Localized SVMs Hannes Köhler, Andreas Christmann

NeurIPS 2010 Universal Kernels on Non-Standard Input Spaces Andreas Christmann, Ingo Steinwart

NeurIPS 2009 Fast Learning from Non-I.i.d. Observations Ingo Steinwart, Andreas Christmann

JMLR 2008 Bouligand Derivatives and Robustness of Support Vector Machines for Regression Andreas Christmann, Arnout Van Messem

NeurIPS 2008 Sparsity of SVMs That Use the Epsilon-Insensitive Loss Ingo Steinwart, Andreas Christmann

NeurIPS 2007 How SVMs Can Estimate Quantiles and the Median Andreas Christmann, Ingo Steinwart

JMLR 2004 On Robustness Properties of Convex Risk Minimization Methods for Pattern Recognition Andreas Christmann, Ingo Steinwart