Career
- Oct 2025 —
CNRS Senior Researcher (Directeur de Recherche)
Laboratoire J.A. Dieudonné (LJAD, UMR 7351) — CNRS
- Sep 2025 —
Professor, part-time (Professeur chargé de cours)
École Polytechnique — Centre de Mathématiques Appliquées
- Sep 2024 —
3IA Chairholder
3IA Côte d'Azur Institute — Université Côte d'Azur
- 2021 — 2025
CNRS Junior Researcher (Chargé de Recherche)
Laboratoire J.A. Dieudonné (LJAD, UMR 7351) — CNRS
- 2021
Habilitation in Applied Mathematics
Université de Bourgogne — Dijon
- Title
- From optimization to algorithmic differentiation: a graph detour
- Defense
- January 14th, 2021
- Referees
- Alexandre d'Aspremont (rev.), Francis Bach, Martin Burger (rev.), Hervé Cardot, Marco Cuturi, Alexandre Gramfort, Jérôme Malick (rev.), Joseph Salmon
- 2015 — 2021
CNRS Junior Researcher (Chargé de Recherche)
Institut de Mathématiques de Bourgogne (IMB, UMR 5584) — CNRS
- 2014 — 2015
Post-doctoral Researcher
Centre de Mathématiques Appliquées (CMAP, UMR 7641) — École Polytechnique
- Supervisor
- Antonin Chambolle
- Research area
- Optimization on GPU for denoising, deblurring and related problems
- 2011 — 2014
PhD in Applied Mathematics
Université Paris-Dauphine — Paris
- Title
- Low Complexity Regularizations of Inverse Problems
- Advisor
- Gabriel Peyré
- Defense
- July 10th, 2014
- Jury
- Francis Bach, Emmanuel Candès (rev.), Antonin Chambolle, Albert Cohen, Charles Dossal, Jalal Fadili, Rémi Gribonval (rev.), Gabriel Peyré (adv.), Vincent Rivoirard
- 2011
MSc in Applied Mathematics
École Normale Supérieure de Cachan — Université Paris-Descartes
- 2008
BSc in Computer Science
École Normale Supérieure de Lyon — Université Claude Bernard
Team
Current
- Marco Rando, postdoc, 2025–2027.
- Guillaume Lauga, postdoc, 2025–2027.
- Edgar Duc, PhD student, 2026–, co-supervised with Damien Garreau.
- Tùng Nguyễn Thanh, PhD student, 2025–, co-supervised with Yassine Laguel.
- Christian Daniele, PhD student, 2025–, co-supervised with Luca Calatroni and Silvia Villa.
- Fares El Khoury, PhD student, 2024–, co-supervised with Michael Arbel and Edouard Pauwels.
Alumni
- Sophie Jaffard, PhD student, 2022–2025, co-supervised with Patricia Reynaud-Bouret; now postdoc at CBS Dresden.
- Matthieu Cordonnier, PhD student, 2021–2024, co-supervised with Nicolas Keriven and Nicolas Tremblay; now postdoc at RIKEN AIP.
- Mathieu Dagréou, PhD student, 2021–2024, co-supervised with Thomas Moreau and Pierre Ablin; now postdoc at Inria.
- Hashem Ghanem, PhD student, 2020–2023, co-supervised with Nicolas Keriven and Joseph Salmon; now at Expleo R&D.
- Quentin Klopfenstein, PhD student, 2018–2021, co-supervised with Hervé Cardot; now at Owkin.
Editorial service
- 2024–2026
Action Editor, Transactions on Machine Learning Research (TMLR)
- 2022–2026
Area Chair, Annual Conference on Neural Information Processing Systems (NeurIPS)
- 2023–2026
Area Chair, International Conference on Machine Learning (ICML)
- 2024–2026
Area Chair, International Conference on Learning Representations (ICLR)
- 2024
Area Chair, International Conference on Artificial Intelligence and Statistics (AISTATS)