Thomas Kerdreux

Publication Activity (10 Years)

Years Active: 2018-2024
Publications (10 Years): 23

Top Topics

Diffusion Models

Top Venues

J. Optim. Theory Appl.

Publications

Alexandre Tuel, Thomas Kerdreux, Louis Thiry
Black carbon plumes from gas flaring in North Africa identified from multi-spectral imagery with deep learning. CoRR (2024)
Elias Samuel Wirth, Thomas Kerdreux, Sebastian Pokutta
Acceleration of Frank-Wolfe Algorithms with Open-Loop Step-Sizes. AISTATS (2023)
Ehsan Kazemi, Thomas Kerdreux, Liqiang Wang
Minimally Distorted Structured Adversarial Attacks. Int. J. Comput. Vis. 131 (1) (2023)
Thomas Kerdreux, Igor Colin, Alexandre d'Aspremont
Stable Bounds on the Duality Gap of Separable Nonconvex Optimization Problems. Math. Oper. Res. 48 (2) (2023)
Alexandre Tuel, Thomas Kerdreux, Claudia Hulbert, Bertrand Rouet-Leduc
Diffusion Models for Interferometric Satellite Aperture Radar. CoRR (2023)
Bertrand Rouet-Leduc, Thomas Kerdreux, Alexandre Tuel, Claudia Hulbert
Autonomous Detection of Methane Emissions in Multispectral Satellite Data Using Deep Learning. CoRR (2023)
Thomas Kerdreux, Alexandre d'Aspremont, Sebastian Pokutta
Restarting Frank-Wolfe: Faster Rates under Hölderian Error Bounds. J. Optim. Theory Appl. 192 (3) (2022)
Thomas Kerdreux, Christophe Roux, Alexandre d'Aspremont, Sebastian Pokutta
Linear Bandits on Uniformly Convex Sets. J. Mach. Learn. Res. 22 (2021)
Thomas Kerdreux, Christophe Roux, Alexandre d'Aspremont, Sebastian Pokutta
Linear Bandits on Uniformly Convex Sets. CoRR (2021)
Thomas Kerdreux, Alexandre d'Aspremont, Sebastian Pokutta
Local and Global Uniform Convexity Conditions. CoRR (2021)
Thomas Kerdreux, Alexandre d'Aspremont, Sebastian Pokutta
Projection-Free Optimization on Uniformly Convex Sets. AISTATS (2021)
Ehsan Kazemi, Thomas Kerdreux, Liquang Wang
Generating Structured Adversarial Attacks Using Frank-Wolfe Method. CoRR (2021)
Thomas Kerdreux, Lewis Liu, Simon Lacoste-Julien, Damien Scieur
Affine Invariant Analysis of Frank-Wolfe on Strongly Convex Sets. ICML (2021)
Christophe Roux, Elias Samuel Wirth, Sebastian Pokutta, Thomas Kerdreux
Efficient Online-Bandit Strategies for Minimax Learning Problems. CoRR (2021)
Vivien Cabannes, Thomas Kerdreux, Louis Thiry
Diptychs of human and machine perceptions. CoRR (2020)
Thomas Kerdreux, Louis Thiry, Erwan Kerdreux
Interactive Neural Style Transfer with Artists. CoRR (2020)
Ehsan Kazemi, Thomas Kerdreux, Liqiang Wang
Trace-Norm Adversarial Examples. CoRR (2020)
Thomas Kerdreux, Louis Thiry, Erwan Kerdreux
Interactive Neural Style Transfer with Artists. ICCC (2020)
Thomas Kerdreux, Alexandre d'Aspremont, Sebastian Pokutta
Restarting Frank-Wolfe. AISTATS (2019)
Vivien Cabannes, Thomas Kerdreux, Louis Thiry, Tina Campana, Charly Ferrandes
Dialog on a canvas with a machine. CoRR (2019)
Thomas Kerdreux, Fabian Pedregosa, Alexandre d'Aspremont
Frank-Wolfe with Subsampling Oracle. CoRR (2018)
Thomas Kerdreux, Fabian Pedregosa, Alexandre d'Aspremont
Frank-Wolfe with Subsampling Oracle. ICML (2018)
Antoine Recanati, Thomas Kerdreux, Alexandre d'Aspremont
Reconstructing Latent Orderings by Spectral Clustering. CoRR (2018)