Empirical Risk Minimization with Relative Entropy Regularization:
Optimality and Sensitivity Analysis

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Empirical Risk Minimization with Relative Entropy Regularization: Optimality and Sensitivity Analysis

9 February 2022

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Papers citing "Empirical Risk Minimization with Relative Entropy Regularization: Optimality and Sensitivity Analysis"

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Title
Asymmetry of the Relative Entropy in the Regularization of Empirical Risk Minimization Francisco Daunas I. Esnaola S. Perlaza H. Vincent Poor 106 3 0 02 Oct 2024
On the Validation of Gibbs Algorithms: Training Datasets, Test Datasets and their Aggregation S. Perlaza I. Esnaola Gaetan Bisson H. Vincent Poor 59 22 0 21 Jun 2023
Analysis of the Relative Entropy Asymmetry in the Regularization of Empirical Risk Minimization Francisco Daunas I. Esnaola S. Perlaza H. Vincent Poor 69 17 0 12 Jun 2023
Gibbs-Based Information Criteria and the Over-Parameterized Regime Haobo Chen Yuheng Bu Greg Wornell 67 1 0 08 Jun 2023
Empirical Risk Minimization with Relative Entropy Regularization S. Perlaza Gaetan Bisson I. Esnaola Alain Jean-Marie Stefano Rini 68 23 0 12 Nov 2022