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Francisco Daunas
Francisco Daunas
Ph.D candidate at The University of Sheffield
Verifisert e-postadresse på sheffield.ac.uk
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Analysis of the relative entropy asymmetry in the regularization of empirical risk minimization
F Daunas, I Esnaola, SM Perlaza, HV Poor
2023 IEEE International Symposium on Information Theory (ISIT), 340-345, 2023
132023
Empirical risk minimization with f-divergence regularization in statistical learning
F Daunas, I Esnaola, SM Perlaza, HV Poor
Inria, 2023
82023
Empirical risk minimization with relative entropy regularization type-II
F Daunas, I Esnaola, SM Perlaza, HV Poor
INRIA, Centre Inria d'Université Côte d'Azur, Sophia Antipolis, 2023
72023
Equivalence of Empirical Risk Minimization to Regularization on the Family of
F Daunas, I Esnaola, SM Perlaza, HV Poor
2024 IEEE International Symposium on Information Theory (ISIT), 759-764, 2024
32024
Asymmetry of the relative entropy in the regularization of empirical risk minimization
F Daunas, I Esnaola, SM Perlaza, HV Poor
arXiv preprint arXiv:2410.02833, 2024
22024
Generalization Error of -Divergence Stabilized Algorithms via Duality
F Daunas, I Esnaola, SM Perlaza, G Aminian
arXiv preprint arXiv:2502.14544, 2025
2025
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Artikler 1–6