Sharper Generalization Bounds for Pairwise
                 Learning

               Yunwen Lei1,2 Antoine Ledent2 Marius Kloft2
  1
    School of Computer Science, University of Birmingham, Birmingham B15 2TT, United Kingdom
      2
       Department of Computer Science, TU Kaiserslautern, Kaiserslautern 67653, Germany
         y.lei@bham.ac.uk ledent@cs.uni-kl.de kloft@cs.uni-kl.de

                            Abstract
         Pairwise learning refers to learning tasks with loss functions de ...