I was or still am the Principal Investigator of several projects:
TAUDoS (Theory and Algorithms for the Understanding of Deep learning On Sequential data)
This 4 years project (2021-2025), funded by the Agence Nationale de la Recherche (French NSF) aims at providing a better understanding of deep neural networks trained on sequential data (RNN, transformers, etc.). It regroups researchers from 4 public labs (3 in France and one in Montréal) and the R&D center of an international firm. More details are available on the dedicated website.
AI4OP (Artificial Intelligence for Onco-Plasma)
This 3 years project (2020-2023), funded by the plan cancer via the INSERM, target the development of a novel, non-invasive diagnostic tool for cancers. It regroupes researchers in computer science (Machine Learning) and in bio-physics. You will find more information on the dedicated website.
Scikit-Spectral Learn Toolbox
This 2 years project (2016-2018), funded by the LabEx Archimède, aimed at the development of a toolbox for the spectral learning of Weighted Automata. Check the dedicated webpage for more details.