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thomas kerdreux
thomas kerdreux
CTO at Geolabe LLC
Verified email at geolabe.com
Title
Cited by
Cited by
Year
Restarting frank-wolfe
T Kerdreux, A d’Aspremont, S Pokutta
The 22nd International Conference on Artificial Intelligence and Statistics …, 2019
362019
Projection-free optimization on uniformly convex sets
T Kerdreux, A d’Aspremont, S Pokutta
International Conference on Artificial Intelligence and Statistics, 19-27, 2021
282021
Frank-Wolfe with subsampling oracle
T Kerdreux, F Pedregosa, A d'Aspremont
The 35th International Conference on Machine Learning, 2018
222018
Accelerating conditional gradient methods
T Kerdreux
Université Paris sciences et lettres, 2020
112020
Reconstructing latent orderings by spectral clustering
A Recanati, T Kerdreux, A d'Aspremont
arXiv preprint arXiv:1807.07122, 2018
112018
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
An approximate shapley-folkman theorem
T Kerdreux, I Colin, A d'Aspremont
arXiv preprint arXiv:1712.08559, 2017
92017
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
82019
Local and global uniform convexity conditions
T Kerdreux, A d'Aspremont, S Pokutta
arXiv preprint arXiv:2102.05134, 2021
72021
Interactive Neural Style Transfer with Artists
T Kerdreux, L Thiry, E Kerdreux
The 11th International Conference on Computational Creativity, 2020
72020
Trace-norm adversarial examples
E Kazemi, T Kerdreux, L Wang
arXiv preprint arXiv:2007.01855, 2020
62020
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
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
Stable Bounds on the Duality Gap of Separable Nonconvex Optimization Problems
T Kerdreux, I Colin, A d’Aspremont
Mathematics of Operations Research, 2022
2022
Acceleration of Frank-Wolfe algorithms with open loop step-sizes
E Wirth, T Kerdreux, S Pokutta
arXiv preprint arXiv:2205.12838, 2022
2022
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
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
Symmetrizing k-nn and Mutual k-nn Smoothers
PA Cornillon, A Gribinski, N Hengartner, T Kerdreux, E Matzner-Løber
Conference of the International Society for Non-Parametric Statistics, 1-14, 2016
2016
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Articles 1–19