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

9 February 2022

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

6 / 6 papers shown

Title
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
On the Validation of Gibbs Algorithms: Training Datasets, Test Datasets and their Aggregation S. Perlaza I. Esnaola Gaetan Bisson H. Vincent Poor 22 19 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 30 15 0 12 Jun 2023
Gibbs-Based Information Criteria and the Over-Parameterized Regime Haobo Chen Yuheng Bu Greg Wornell 34 1 0 08 Jun 2023
Empirical Risk Minimization with Relative Entropy Regularization S. Perlaza Gaetan Bisson I. Esnaola Alain Jean-Marie Stefano Rini 22 20 0 12 Nov 2022
Pac-Bayesian Supervised Classification: The Thermodynamics of Statistical Learning O. Catoni 164 455 0 03 Dec 2007