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

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cs.IT2023★ 1 cited

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

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

The effect of the relative entropy asymmetry is analyzed in the empirical risk minimization with relative entropy regularization (ERM-RER) problem. A novel regularization is introd…