Scieur, Damien

19 publications

NeurIPS 2025 Understanding Adam Requires Better Rotation Dependent Assumptions Tianyue H. Zhang, Lucas Maes, Alan Milligan, Alexia Jolicoeur-Martineau, Ioannis Mitliagkas, Damien Scieur, Simon Lacoste-Julien, Charles Guille-Escuret

AISTATS 2024 Adaptive Quasi-Newton and Anderson Acceleration Framework with Explicit Global (Accelerated) Convergence Rates Damien Scieur

NeurIPSW 2024 Understanding Adam Requires Better Rotation Dependent Assumptions Tianyue H. Zhang, Lucas Maes, Alexia Jolicoeur-Martineau, Ioannis Mitliagkas, Damien Scieur, Simon Lacoste-Julien, Charles Guille-Escuret

NeurIPSW 2023 Adaptive Quasi-Newton and Anderson Acceleration Framework with Explicit Global (Accelerated) Convergence Rates Damien Scieur

AISTATS 2022 Super-Acceleration with Cyclical Step-Sizes Baptiste Goujaud, Damien Scieur, Aymeric Dieuleveut, Adrien B. Taylor, Fabian Pedregosa

ICML 2022 Only Tails Matter: Average-Case Universality and Robustness in the Convex Regime Leonardo Cunha, Gauthier Gidel, Fabian Pedregosa, Damien Scieur, Courtney Paquette

NeurIPS 2022 The Curse of Unrolling: Rate of Differentiating Through Optimization Damien Scieur, Gauthier Gidel, Quentin Bertrand, Fabian Pedregosa

AISTATS 2021 Generalization of Quasi-Newton Methods: Application to Robust Symmetric Multisecant Updates Damien Scieur, Lewis Liu, Thomas Pumir, Nicolas Boumal

ICML 2021 Affine Invariant Analysis of Frank-Wolfe on Strongly Convex Sets Thomas Kerdreux, Lewis Liu, Simon Lacoste-Julien, Damien Scieur

ICLR 2021 Average-Case Acceleration for Bilinear Games and Normal Matrices Carles Domingo-Enrich, Fabian Pedregosa, Damien Scieur

ICML 2021 Connecting Sphere Manifolds Hierarchically for Regularization Damien Scieur, Youngsung Kim

AISTATS 2020 Accelerating Smooth Games by Manipulating Spectral Shapes Waïss Azizian, Damien Scieur, Ioannis Mitliagkas, Simon Lacoste-Julien, Gauthier Gidel

ICML 2020 Acceleration Through Spectral Density Estimation Fabian Pedregosa, Damien Scieur

ICML 2020 Extra-Gradient with Player Sampling for Faster Convergence in N-Player Games Samy Jelassi, Carles Domingo-Enrich, Damien Scieur, Arthur Mensch, Joan Bruna

ICML 2020 Universal Average-Case Optimality of Polyak Momentum Damien Scieur, Fabian Pedregosa

AISTATS 2019 Nonlinear Acceleration of Primal-Dual Algorithms Raghu Bollapragada, Damien Scieur, Alexandre d’Aspremont

NeurIPS 2017 Integration Methods and Optimization Algorithms Damien Scieur, Vincent Roulet, Francis Bach, Alexandre d'Aspremont

NeurIPS 2017 Nonlinear Acceleration of Stochastic Algorithms Damien Scieur, Francis Bach, Alexandre d'Aspremont

NeurIPS 2016 Regularized Nonlinear Acceleration Damien Scieur, Alexandre d'Aspremont, Francis Bach