Author

Yaiza Bermudez

Observed name: Bermudez, Yaiza

Institutions: Institut national de recherche en sciences et technologies du numérique, Centre Inria d'Université Côte d'Azur

Observed institutions: Institut polytechnique de Grenoble, Centre National de la Recherche Scientifique, Institut national de recherche en sciences et technologies du numérique, Commissariat à l'Énergie Atomique et aux Énergies Alternatives, CEA Grenoble, Centre Inria d'Université Côte d'Azur, Laboratoire de Génie Électrique de Grenoble, NEO: Ingénierie et Opérations des Réseaux, Université Grenoble Alpes

OpenAlex ID: A5123738874

Proofs for Folklore Theorems on the Radon-Nikodym Derivative

2025 · Bermudez, Yaiza, Bisson, Gaetan, et al. · arXiv (Cornell University) · 3

Machine Unlearning for Gibbs Supervised Learning Algorithms

2026 · Yaiza Bermudez, Samir M. Perlaza, et al. · IEEE International Symposium on Information Theory (ISIT) · 1

Decentralized Machine Learning with Centralized Performance Guarantees via Gibbs Algorithms

2026 · Yaiza Bermudez, Samir M. Perlaza, et al. · IEEE International Symposium on Information Theory (ISIT) · 1

A Unified Framework for Training-Dataset Aggregation and Exact Machine Unlearning via Gibbs Probability Measures

2026 · Bermudez, Yaiza, Perlaza, Samir M., et al. · arXiv (Cornell University)

Equivalence Between Nested Gibbs Measures and Log-Linear Combinations of Gibbs Measures

2026 · Bermudez, Yaiza, Perlaza, Samir M., et al. · arXiv (Cornell University)

Machine Unlearning for Gibbs Supervised Learning Algorithms

2026 · Bermudez, Yaiza · Fondation Maison des sciences de l'homme

Equivalence of optimal transport problems to regularization on the family of f-divergences

2026 · Maxime Nicaise, Yaiza Bermudez, et al. · IEEE International Symposium on Information Theory (ISIT)

A Gauge-Fixed Sinkhorn Algorithm for Semi-Relaxed Optimal Transport

2026 · Nicaise, Maxime, Bermudez, Yaiza, et al. · HAL

Decentralized Machine Learning with Centralized Performance Guarantees via Gibbs Algorithms

2026 · Bermudez, Yaiza, Perlaza, Samir M., et al. · arXiv (Cornell University)

Minimization and Maximization of Empirical Risks: Applications in Data Unlearning and Decentralized Learning

2026 · Bermudez, Yaiza · Fondation Maison des sciences de l'homme

On optimal transport with f-divergence regularization

2026 · Nicaise, Maxime, Bermudez, Yaiza, et al. · HAL

Lightweight hybrid local PV short term forecasting using both physics and data

2023 · Benoit Delinchant, Vincent Imard, et al. · Asia-Pacific Power and Energy Engineering Conference (APPEEC)

Works count: 14

Citation count: 5

H-index: 1

I10-index: