Kerdreux, Thomas

7 publications

CVPRW 2025 Efficient Self-Supervised Learning for Earth Observation via Dynamic Dataset Curation Thomas Kerdreux, Alexandre Tuel, Quentin Febvre, Alexis Mouche, Bertrand Chapron

AISTATS 2023 Acceleration of Frank-Wolfe Algorithms with Open-Loop Step-Sizes Elias Wirth, Thomas Kerdreux, Sebastian Pokutta

AISTATS 2021 Projection-Free Optimization on Uniformly Convex Sets Thomas Kerdreux, Alexandre d’Aspremont, Sebastian Pokutta

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

JMLR 2021 Linear Bandits on Uniformly Convex Sets Thomas Kerdreux, Christophe Roux, Alexandre d'Aspremont, Sebastian Pokutta

AISTATS 2019 Restarting Frank-Wolfe Thomas Kerdreux, Alexandre d’Aspremont, Sebastian Pokutta

ICML 2018 Frank-Wolfe with Subsampling Oracle Thomas Kerdreux, Fabian Pedregosa, Alexandre d’Aspremont