Frank-Wolfe with Subsampling Oracle. - Thomas Kerdreux; Fabian Pedregosa; Alexandre d'Aspremont (ICML, 2018)

Reconstructing Latent Orderings by Spectral Clustering. - Antoine Recanati; Thomas Kerdreux; Alexandre d'Aspremont (CoRR, 2018)

Restarting Frank-Wolfe. - Thomas Kerdreux; Alexandre d'Aspremont; Sebastian Pokutta (AISTATS, 2019)

Dialog on a canvas with a machine. - Vivien Cabannes; Thomas Kerdreux; Louis Thiry; Tina Campana; Charly Ferrandes (CoRR, 2019)

Interactive Neural Style Transfer with Artists. - Thomas Kerdreux; Louis Thiry; Erwan Kerdreux (ICCC, 2020)

Trace-Norm Adversarial Examples. - Ehsan Kazemi 003; Thomas Kerdreux; Liqiang Wang 001 (CoRR, 2020)

Diptychs of human and machine perceptions. - Vivien Cabannes; Thomas Kerdreux; Louis Thiry (CoRR, 2020)

Projection-Free Optimization on Uniformly Convex Sets. - Thomas Kerdreux; Alexandre d'Aspremont; Sebastian Pokutta (AISTATS, 2021)

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

Local and Global Uniform Convexity Conditions. - Thomas Kerdreux; Alexandre d'Aspremont; Sebastian Pokutta (CoRR, 2021)

Generating Structured Adversarial Attacks Using Frank-Wolfe Method. - Ehsan Kazemi 003; Thomas Kerdreux; Liquang Wang (CoRR, 2021)

Efficient Online-Bandit Strategies for Minimax Learning Problems. - Christophe Roux; Elias Samuel Wirth; Sebastian Pokutta; Thomas Kerdreux (CoRR, 2021)

Linear Bandits on Uniformly Convex Sets. - Thomas Kerdreux; Christophe Roux; Alexandre d'Aspremont; Sebastian Pokutta (J. Mach. Learn. Res., 2021)

Restarting Frank-Wolfe: Faster Rates under Hölderian Error Bounds. - Thomas Kerdreux; Alexandre d'Aspremont; Sebastian Pokutta (J. Optim. Theory Appl., 2022)

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

Autonomous Detection of Methane Emissions in Multispectral Satellite Data Using Deep Learning. - Bertrand Rouet-Leduc; Thomas Kerdreux; Alexandre Tuel; Claudia Hulbert (CoRR, 2023)

Diffusion Models for Interferometric Satellite Aperture Radar. - Alexandre Tuel; Thomas Kerdreux; Claudia Hulbert; Bertrand Rouet-Leduc (CoRR, 2023)

Minimally Distorted Structured Adversarial Attacks. - Ehsan Kazemi 003; Thomas Kerdreux; Liqiang Wang 001 (Int. J. Comput. Vis., 2023)

Stable Bounds on the Duality Gap of Separable Nonconvex Optimization Problems. - Thomas Kerdreux; Igor Colin; Alexandre d'Aspremont (Math. Oper. Res., 2023)

Black carbon plumes from gas flaring in North Africa identified from multi-spectral imagery with deep learning. - Alexandre Tuel; Thomas Kerdreux; Louis Thiry (CoRR, 2024)

Efficient Self-Supervised Learning for Earth Observation via Dynamic Dataset Curation. - Thomas Kerdreux; Alexandre Tuel; Quentin Febvre; Alexis Mouche; Bertrand Chapron (CVPR Workshops, 2025)