Mathieu Dagréou

According to our database, Mathieu Dagréou authored at least 4 papers between 2022 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

A Lower Bound and a Near-Optimal Algorithm for Bilevel Empirical Risk Minimization.

Mathieu Dagréou, Thomas Moreau, Samuel Vaiter, Pierre Ablin

Proceedings of the International Conference on Artificial Intelligence and Statistics, 2024

2023

A Near-Optimal Algorithm for Bilevel Empirical Risk Minimization.

Mathieu Dagréou, Thomas Moreau, Samuel Vaiter, Pierre Ablin

CoRR, 2023

2022

A framework for bilevel optimization that enables stochastic and global variance reduction algorithms.

Mathieu Dagréou, Pierre Ablin, Samuel Vaiter, Thomas Moreau

Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022

Benchopt: Reproducible, efficient and collaborative optimization benchmarks.

Thomas Moreau, Mathurin Massias, Alexandre Gramfort, Pierre Ablin, Pierre-Antoine Bannier, Benjamin Charlier, Mathieu Dagréou, Tom Dupré la Tour, Ghislain Durif, Cássio F. Dantas, Quentin Klopfenstein, Johan Larsson, En Lai, Tanguy Lefort, Benoît Malézieux, Badr Moufad, Binh T. Nguyen, Alain Rakotomamonjy, Zaccharie Ramzi, Joseph Salmon, Samuel Vaiter

Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022