About me

Since 2022, I have been working as Machine Learning Engineer at Meta.

From 2018 to 2022, I did Ph.D. in Applied Mathematics at LPSM, Université Paris-Cité (Paris 7), under the supervision of Professors Stéphane Gaïffas and Emmanuel Bacry. Here you can find my doctoral thesis and slides.

Publications

WildWood: a new Random Forest algorithm. Accepted for publication in IEEE Transactions on Information theory. Joint work with I. Merad, S. Gaïffas. arXiv:2109.08010

• Python implementation available at repo

ZiMM: a deep learning model for long term and blurry relapses with non-clinical claims data, published Journal of Biomedical Informatics, 2020. Joint work with A. Kabeshova, B. Lukacs, E. Bacry, S. Gaïffas. arXiv:1911.05346

• Short version presented at Machine Learning for Health Workshop at Neural Information Processing Systems (NeurIPS 2019 - ML4H)