Yaiza Bermudez | INRIA | Posters and Talks

Posters

• ‘‘Exact Expressions for the Generalization Error of Statistical Federated Learning Algorithms’’ presented at
  the 1rst Bright Minds, Cold Days, ELLIS Madrid Winter Workshop, Madrid, Spain, December 2025.

• “Démonstrations des théorèmes folkloriques sur la dérivée de Radon-Nikodym” presented at
  the XXXe Colloque Francophone de Traitement du Signal et des Images (GRETSI), Strasbourg, France, August, 2025.

• “Proofs for Folklore Theorems on the Radon-Nikodym Derivative” presented at
  the 8th London Symposium on Information Theory (LSIT), University of Cambridge, United-Kingdom, May, 2025.

Talks

• ‘‘Machine Unlearning for Gibbs Supervised Learning Algorithms ’’ presented at
  COMSYS Seminar, EURECOM, Sophia Antipolis, France, July, 2026. Host: Derya Malak.

• ‘‘Gibbs Algorithms in Statistical Machine Learning’’ presented at
  PRiDeL Workshop, Inria, Lyon, France, June, 2026. Host: Malcom Egan.

• “Minimization and Maximization of Empirical Risks: Applications in Data Unlearning and Decentralized Learning” presented at n Selected Lectures on Statistical Machine Learning, Centre Inria Côte d'Azur, France, February, 2026. Host: Samir Perlaza. See Slides. See Video.

• “Exact Expressions for the Generalization Error in Statistical Federated Learning” presented at
  

  • Neo Seminar, Inria, Sophia Antipolis, France, November, 2025.
    

  • FedMalin General Assembly, Inria, Montpellier, France, November, 2025. See Slides.

• “An Introduction to Statistical Federated Learning” presented at
  School of Electrical and Electronic Engineering, University of Sheffield, United-Kingdom, May, 2025. Host: Dr. Iñaki Esnaola.