Francisco Daunas

According to our database, Francisco Daunas authored at least 7 papers between 2023 and 2026.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2026

Empirical Risk Minimization with f-Divergence Regularization.

Francisco Daunas, Iñaki Esnaola, Samir M. Perlaza, H. Vincent Poor

CoRR, January, 2026

2025

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

Francisco Daunas, Iñaki Esnaola, Samir M. Perlaza, H. Vincent Poor

IEEE Trans. Inf. Theory, August, 2025

Generalization Error of <i>f</i>-Divergence Stabilized Algorithms via Duality.

Francisco Daunas, Iñaki Esnaola, Samir M. Perlaza, Gholamali Aminian

CoRR, February, 2025

A Dual Optimization View to Empirical Risk Minimization with f-Divergence Regularization.

Francisco Daunas, Iñaki Esnaola, Samir M. Perlaza

Proceedings of the IEEE Information Theory Workshop, 2025

2024

Equivalence of the Empirical Risk Minimization to Regularization on the Family of f-Divergences.

Francisco Daunas, Iñaki Esnaola, Samir M. Perlaza, H. Vincent Poor

CoRR, 2024

Equivalence of Empirical Risk Minimization to Regularization on the Family of $f- \text{Divergences}$.

Francisco Daunas, Iñaki Esnaola, Samir M. Perlaza, H. Vincent Poor

Proceedings of the IEEE International Symposium on Information Theory, 2024

2023

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

Francisco Daunas, Iñaki Esnaola, Samir M. Perlaza, H. Vincent Poor

Proceedings of the IEEE International Symposium on Information Theory, 2023