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20232026
most citedAnalysis of the Relative Entropy Asymmetry in the Regularization of Empirical Risk Minimization

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stat.ML2026

Empirical Risk Minimization with -Divergence Regularization

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

In this paper, the solution to the empirical risk minimization problem with -divergence regularization (ERM-DR) is presented and conditions under which the solution also serv…