| 2024 | AISTATS | Adaptive Quasi-Newton and Anderson Acceleration Framework with Explicit Global (Accelerated) Convergence Rates. | Damien Scieur |
| 2022 | AISTATS | Super-Acceleration with Cyclical Step-sizes. | Baptiste Goujaud, Damien Scieur, Aymeric Dieuleveut, Adrien B. Taylor, Fabian Pedregosa |
| 2022 | ICML | Only tails matter: Average-Case Universality and Robustness in the Convex Regime. | Leonardo Cunha, Gauthier Gidel, Fabian Pedregosa, Damien Scieur, Courtney Paquette |
| 2021 | AISTATS | Generalization of Quasi-Newton Methods: Application to Robust Symmetric Multisecant Updates. | Damien Scieur, Lewis Liu, Thomas Pumir, Nicolas Boumal |
| 2021 | ICLR | Average-case Acceleration for Bilinear Games and Normal Matrices. | Carles Domingo-Enrich, Fabian Pedregosa, Damien Scieur |
| 2021 | ICML | Affine Invariant Analysis of Frank-Wolfe on Strongly Convex Sets. | Thomas Kerdreux, Lewis Liu, Simon Lacoste-Julien, Damien Scieur |
| 2021 | ICML | Connecting Sphere Manifolds Hierarchically for Regularization. | Damien Scieur, Youngsung Kim |
| 2020 | AISTATS | Accelerating Smooth Games by Manipulating Spectral Shapes. | Wass Azizian, Damien Scieur, Ioannis Mitliagkas, Simon Lacoste-Julien, Gauthier Gidel |
| 2020 | ICML | Extra-gradient with player sampling for faster convergence in n-player games. | Samy Jelassi, Carles Domingo-Enrich, Damien Scieur, Arthur Mensch, Joan Bruna |
| 2020 | ICML | Acceleration through spectral density estimation. | Fabian Pedregosa, Damien Scieur |
| 2020 | ICML | Universal Asymptotic Optimality of Polyak Momentum. | Damien Scieur, Fabian Pedregosa |
| 2019 | AISTATS | Nonlinear Acceleration of Primal-Dual Algorithms. | Raghu Bollapragada, Damien Scieur, Alexandre d'Aspremont |
| 2018 | ICLR | Nonlinear Acceleration of CNNs. | Damien Scieur, Edouard Oyallon, Alexandre d'Aspremont, Francis R. Bach |