On the Robustness of Regularized Pairwise Learning Methods Based on Kernels

Andreas Christmann, Ding-Xuan Zhou

Regularized empirical risk minimization including support vector machines plays an important role in machine learning theory. In this paper regularized pairwise learning (RPL) meth…