Mathieu Dagréou

Postdoc, INRIA

Joined

May 2022

Names

Mathieu Dagréou (Preferred)

Emails

****@inria.fr (Confirmed)

,

****@gmail.com (Confirmed)

,

****@hotmail.fr (Confirmed)

Personal Links

Career & Education History

Postdoc

INRIA (inria.fr)

2024 – Present

PhD student

Inria (inria.fr)

2021 – 2024

Advisors, Relations & Conflicts

Postdoc Advisor

Aurélien Bellet

2024 – Present

PhD Advisor

2021 – 2024

PhD Advisor

2021 – 2024

PhD Advisor

2021 – 2024

Expertise

Fairness

2025 – Present

Privacy

2025 – Present

Bilevel optimization

2021 – Present

Automatic Differentiation

2021 – Present

Publications

How to compute Hessian-vector products?
Mathieu Dagréou, Pierre Ablin, Samuel Vaiter, Thomas Moreau
- BT@ICLR2024
- Readers: Everyone
A Near-Optimal Algorithm for Bilevel Empirical Risk Minimization
Mathieu Dagréou, Thomas Moreau, Samuel Vaiter, Pierre Ablin
- 2023 (modified: 27 Mar 2023)
- CoRR 2023
- Readers: Everyone
Benchopt: Reproducible, efficient and collaborative optimization benchmarks
Thomas Moreau, Mathurin Massias, Alexandre Gramfort, Pierre Ablin, Pierre-Antoine Bannier, Benjamin Charlier, Mathieu Dagréou, Tom Dupre la Tour, Ghislain Durif, Cássio Fraga Dantas, Quentin Klopfenstein, Johan Larsson, En Lai, Tanguy Lefort, Benoît Malézieux, Badr Moufad, Binh Nguyen, Alain Rakotomamonjy, Zaccharie Ramzi, Joseph Salmon et al. (1 additional authors not shown)
- Published: 31 Oct 2022, Last Modified: 08 Feb 2026
- NeurIPS 2022 Accept
- Readers: Everyone
A framework for bilevel optimization that enables stochastic and global variance reduction algorithms
Mathieu Dagréou, Pierre Ablin, Samuel Vaiter, Thomas Moreau
- Published: 31 Oct 2022, Last Modified: 08 Feb 2026
- NeurIPS 2022 Accept
- Readers: Everyone

Co-Authors