Mathieu Dagréou

3 papers · 2022–2024 · 2 conferences · across top CS/AI conferences

Achievements

🌉 Interdisciplinary Bridge 🌍 Conference Polyglot (2) 🐝 Cross-Pollinator (12) 🧭 Keyword Pioneer 👥 Mega-Team (21)

Conferences

NIPS (2) AISTATS (1)

Top co-authors

Thomas Moreau (3) Samuel Vaiter (3) Pierre Ablin (3) Badr MOUFAD (1) Pierre-Antoine Bannier (1) Benjamin Charlier (1) Joseph Salmon (1) Johan Larsson (1) En Lai (1) Quentin Klopfenstein (1)

Keywords

stochastic optimization (1) reproducible research (1) logistic regression (1) sample complexity (1) empirical risk minimization (1) oracle complexity (1) bilevel optimization (1) stationary point (1) collaborative framework (1) optimization benchmark (1) resnet training (1)

Papers

A Lower Bound and a Near-Optimal Algorithm for Bilevel Empirical Risk Minimization AISTATS 2024

Benchopt: Reproducible, efficient and collaborative optimization benchmarks NIPS 2022

A framework for bilevel optimization that enables stochastic and global variance reduction algorithms NIPS 2022