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

12 June 2023

Papers citing "Analysis of the Relative Entropy Asymmetry in the Regularization of Empirical Risk Minimization"

5 / 5 papers shown

Title
The Generalization Error of Machine Learning Algorithms S. Perlaza Xinying Zou 69 6 0 18 Nov 2024
Asymmetry of the Relative Entropy in the Regularization of Empirical Risk Minimization Francisco Daunas I. Esnaola S. Perlaza H. Vincent Poor 38 2 0 02 Oct 2024
Equivalence of the Empirical Risk Minimization to Regularization on the Family of f-Divergences Francisco Daunas I. Esnaola S. Perlaza H. Vincent Poor 21 3 0 01 Feb 2024
On the Validation of Gibbs Algorithms: Training Datasets, Test Datasets and their Aggregation S. Perlaza I. Esnaola Gaetan Bisson H. Vincent Poor 14 19 0 21 Jun 2023
Empirical Risk Minimization with Relative Entropy Regularization S. Perlaza Gaetan Bisson I. Esnaola Alain Jean-Marie Stefano Rini 14 20 0 12 Nov 2022