Asymmetry of the Relative Entropy in the Regularization of Empirical Risk Minimization

Francisco Daunas, Iñaki Esnaola, Samir M. Perlaza +1

The effect of relative entropy asymmetry is analyzed in the context of empirical risk minimization (ERM) with relative entropy regularization (ERM-RER). Two regularizations are con…