Francisco Daunas

According to our database, Francisco Daunas authored at least 5 papers between 2023 and 2025.

Collaborative distances:

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

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

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