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thomas kerdreux
thomas kerdreux
PhD at ENS Paris, CTO at Geolabe LLC
Geverifieerd e-mailadres voor geolabe.com
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Restarting frank-wolfe
T Kerdreux, A d’Aspremont, S Pokutta
The 22nd international conference on artificial intelligence and statistics …, 2019
402019
Projection-free optimization on uniformly convex sets
T Kerdreux, A d’Aspremont, S Pokutta
International Conference on Artificial Intelligence and Statistics, 19-27, 2021
322021
Frank-Wolfe with subsampling oracle
T Kerdreux, F Pedregosa, A d'Aspremont
The 35th International Conference on Machine Learning, 2018
242018
Reconstructing latent orderings by spectral clustering
A Recanati, T Kerdreux, A d'Aspremont
arXiv preprint arXiv:1807.07122, 2018
142018
Local and global uniform convexity conditions
T Kerdreux, A d'Aspremont, S Pokutta
arXiv preprint arXiv:2102.05134, 2021
112021
An approximate shapley-folkman theorem
T Kerdreux, I Colin, A d'Aspremont
arXiv preprint arXiv:1712.08559, 2017
112017
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
102021
Accelerating conditional gradient methods
T Kerdreux
Université Paris sciences et lettres, 2020
102020
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
102019
Trace-norm adversarial examples
E Kazemi, T Kerdreux, L Wang
arXiv preprint arXiv:2007.01855, 2020
72020
Interactive Neural Style Transfer with Artists
T Kerdreux, L Thiry, E Kerdreux
The 11th International Conference on Computational Creativity, 2020
72020
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
52021
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
22022
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
12023
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
Minimally Distorted Structured Adversarial Attacks
E Kazemi, T Kerdreux, L Wang
International Journal of Computer Vision 131 (1), 160-176, 2023
2023
Autonomous Extraction of Millimeter-scale Deformation in InSAR Time Series Using Deep Learning, and application to the San Andreas Fault
B Rouet-Leduc, S Michel, C Hulbert, R Jolivet, T Kerdreux, M Dalaison
AGU Fall Meeting Abstracts 2022, G45A-02, 2022
2022
Stable Bounds on the Duality Gap of Separable Nonconvex Optimization Problems
T Kerdreux, I Colin, A d’Aspremont
Mathematics of Operations Research, 2022
2022
Autonomous Detection of Groundwater Level Variations in InSAR Time Series Using Deep Learning
B Rouet-Leduc, R Jolivet, M Dalaison, E Snyder, E Reinisch, C Hulbert, ...
AGU Fall Meeting Abstracts 2021, NS41A-05, 2021
2021
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Artikelen 1–20