Ongoing Projects
- 2026-2030: ANR PEPR IA “PRODIGE-AI” (Initiator and Co-Principal Investigator)
“Probability, random matrix theory, geometry and generalization for generative AI”.
- 2024-2027: A*Midex International “MLCHEM” (Associate Investigator)
“Advanced machine learning for chemistry” (740k€).
- 2024-2027: ANR PRCE “FAMOUS” (Associate Investigator)
“Fair multimodal learning” (730k€).
- 2022-2027: ANR CMA “QuanTEdu-France” (Associate Investigator)
“Training and education on quantum technologies” (1.6M€).
- 2022-2027: ANR PEPR Quantique “EPiQ” (Associate Investigator)
“Study of the quantum stack: Algorithms, models, and simulation for quantum computing” (300k€).
Completed Projects
- 2019-2024: ANR starting grant (JCJC) “QuantML” (Principal Investigator)
“Quantum machine learning: foundations and algorithms” (214k€).
- 2019-2023: Franco-Tunisian PHC Utique “OPeRA” (Co-Principal Investigator)
“Optimization and compression of deep learning models” (45k€).
- 2017-2020: ANR “Deep in France” (Coordinator for the AMU partner)
“Machine learning with deep neural networks” (811k€).
- 2016-2019: ANR “Lives” (Associate Investigator)
“Learning with interacting views: algorithms and benchmarks” (679k€).
- 2014-2018: ANR JCJC “MAD” (Associate Investigator)
“Inpainting of Missing Audio Data” (198k€). -
2013-2014: CNRS PEPS “FLAME” (PI)
“Functional data analysis in machine learning: from infinite-dimensional statistics to scalable and computationally efficient algorithms” (10k€).