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thomas kerdreux
thomas kerdreux
PhD at ENS Paris, Lead AI at Galeio
Adresă de e-mail confirmată pe galeio.fr - Pagina de pornire
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Restarting frank-wolfe
T Kerdreux, A d’Aspremont, S Pokutta
The 22nd international conference on artificial intelligence and statistics …, 2019
442019
Projection-free optimization on uniformly convex sets
T Kerdreux, A d’Aspremont, S Pokutta
International Conference on Artificial Intelligence and Statistics, 19-27, 2021
392021
Frank-Wolfe with subsampling oracle
T Kerdreux, F Pedregosa, A d'Aspremont
The 35th International Conference on Machine Learning, 2018
282018
Reconstructing latent orderings by spectral clustering
A Recanati, T Kerdreux, A d'Aspremont
arXiv preprint arXiv:1807.07122, 2018
162018
Local and global uniform convexity conditions
T Kerdreux, A d'Aspremont, S Pokutta
arXiv preprint arXiv:2102.05134, 2021
132021
Affine Invariant Analysis of Frank-Wolfe on Strongly Convex Sets
T Kerdreux, lewis Liu, S Lacoste-Julien, D Scieur
The 38th International Conference on Machine Learning, 2021
122021
An approximate shapley-folkman theorem
T Kerdreux, I Colin, A d'Aspremont
arXiv preprint arXiv:1712.08559, 2017
122017
Dialog on a canvas with a machine
V Cabannes, T Kerdreux, L Thiry, T Campana, C Ferrandes
NeurIPS 2019, Workshop on Machine Learning for Creativity and Design 3.0, 2019
112019
Accelerating conditional gradient methods
T Kerdreux
Université Paris sciences et lettres, 2020
102020
Linear Bandits on Uniformly Convex Sets
T Kerdreux, C Roux, A d'Aspremont, S Pokutta
Journal of Machine Learning Research 22 (284), 1-23, 2021
82021
Interactive Neural Style Transfer with Artists
T Kerdreux, L Thiry, E Kerdreux
The 11th International Conference on Computational Creativity, 2020
82020
Acceleration of Frank-Wolfe algorithms with open-loop step-sizes
E Wirth, T Kerdreux, S Pokutta
International Conference on Artificial Intelligence and Statistics, 77-100, 2023
72023
Trace-norm adversarial examples
E Kazemi, T Kerdreux, L Wang
arXiv preprint arXiv:2007.01855, 2020
72020
Minimally distorted structured adversarial attacks
E Kazemi, T Kerdreux, L Wang
International Journal of Computer Vision 131 (1), 160-176, 2023
62023
Stable bounds on the duality gap of separable nonconvex optimization problems
T Kerdreux, I Colin, A d’Aspremont
Mathematics of Operations Research 48 (2), 1044-1065, 2023
32023
Restarting Frank–Wolfe: faster rates under Hölderian error bounds
T Kerdreux, A d’Aspremont, S Pokutta
Journal of Optimization Theory and Applications 192 (3), 799-829, 2022
32022
Diffusion Models for Interferometric Satellite Aperture Radar
A Tuel, T Kerdreux, C Hulbert, B Rouet-Leduc
arXiv preprint arXiv:2308.16847, 2023
22023
Efficient online-bandit strategies for minimax learning problems
C Roux, E Wirth, S Pokutta, T Kerdreux
arXiv preprint arXiv:2105.13939, 2021
12021
Diptychs of human and machine perceptions
V Cabannes, T Kerdreux, L Thiry
NeurIPS 2020, Workshop on Machine Learning for Creativity and Design 4.0 …, 2020
12020
Black carbon plumes from gas flaring in North Africa identified from multi-spectral imagery with deep learning
A Tuel, T Kerdreux, L Thiry
https://arxiv.org/abs/2406.06183, 2024
2024
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