Yaiza Bermudez | INRIA | PhD Student
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PhD Student |
Inria
2004, route des Lucioles BP 93, 06902 Sophia Antipolis Cedex
Building Lagrange, Office: L116
yaiza.bermudez@inria.fr
+33 (0) 4 92 38 50 42
Recent / Upcoming Events
I am one of the finalists for the Jack Keil Wolf ISIT Student Paper Award at the IEEE International Symposium on Information Theory (ISIT), Guangzhou, China, Jun., 2026, with the paper ‘‘Machine Unlearning for Gibbs Supervised Learning Algorithms’’.
I delivered a Junior Lecture at the Selected Lectures on Statistical Machine Learning, on February 25, 14h - 18h, 2026, Sophia Antipolis, France. See Video.
Research
I am interested in the theoretical and practical aspects of information theory, machine learning and federated learning.
Here are some of my lastest results:
‘‘Equivalence Between Nested Gibbs Measures and Log-Linear Combinations of Gibbs Measures", with Samir Perlaza and Iñaki Esnaola.
Research Report, INRIA, No. RR-9613, Sophia Antipolis, France, May, 2026.“Machine Unlearning for Gibbs Supervised Learning Algorithms” , with Samir Perlaza and Iñaki Esnaola.
In Proc. of the IEEE International Symposium on Information Theory (ISIT), Guangzhou, China, Jun., 2026.
“Decentralized Machine Learning with Centralized Performance Guarantees via Gibbs Algorithms”, with Samir Perlaza and Iñaki Esnaola.
In Proc. of the IEEE International Symposium on Information Theory (ISIT), Guangzhou, China, Jun., 2026.
“Equivalence of Optimal Transport Problems to Regularization on the Family of f-Divergences”, with Maxime Nicaise and Samir Perlaza.
In Proc. of the IEEE International Symposium on Information Theory (ISIT), Guangzhou, China, Jun., 2026.
“Statistical Federated Learning and Generalization”, with Samir Perlaza, Iñaki Esnaola and H. Vincent Poor.
Research Report, INRIA, No. RR-9599, Sophia Antipolis, France, Oct., 2025.
“Proofs for Folklore Theorems on the Radon-Nikodym Derivative”, with Gaetan Bisson, Iñaki Esnaola and Samir Perlaza.
Research Report, INRIA, No. RR-9591, Sophia Antipolis, France, July, 2025.
Academic Appointments
PhD Student, INRIA, Sophia Antipolis, France. Nov. 2024 – present
Education
MSc. at ENSIMAG (Grenoble INP), Grenoble, France, 2024 awarded with high honours
BSc. at Aix-Marseille University, Marseille, France, 2022, with honours