Eugene Berta

Eugène Berta

I am a first year PhD student in the SIERRA project-team at INRIA Paris and École Normale Supérieure. I am advised by Francis Bach and Michael I. Jordan.

Prior to that, I graduated from Télécom Paris and got my Master's degrees in Mathematics, Vision and Learning at Université Paris Saclay.

Email / CV / Google Scholar / Github

Research

I'm currently working on topics related to classification in machine learning.

Publications

Rethinking Early Stopping: Refine, Then Calibrate
Eugène Berta, David Holzmüller, Michael I. Jordan, Francis Bach
arXiv preprint, 2025
paper/ code

Classifier Calibration with ROC-Regularized Isotonic Regression
Eugène Berta, Francis Bach, Michael I. Jordan
Proceedings of the International Conference on Artificial Intelligence and Statistics (AISTATS), 2024
paper / code

Talks

I recently presented our work "Rethinking Early Stopping: Refine, Then Calibrate" in the PreMeDICaL and SODA INRIA teams, you can find the slides here.

Thanks Jon Barron and Nivasini Ananthakrishnan for the template.