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Antoine de Mathelin
Antoine de Mathelin
ENS Paris-Saclay PhD Student
Adresse e-mail validée de cmla.ens-cachan.fr
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Adapt: Awesome domain adaptation python toolbox
A de Mathelin, M Atiq, G Richard, A de la Concha, M Yachouti, ...
arXiv preprint arXiv:2107.03049, 2021
452021
Adversarial weighting for domain adaptation in regression
A de Mathelin, G Richard, F Deheeger, M Mougeot, N Vayatis
2021 IEEE 33rd International Conference on Tools with Artificial …, 2021
362021
Unsupervised multi-source domain adaptation for regression
G Richard, A Mathelin, G Hébrail, M Mougeot, N Vayatis
Machine Learning and Knowledge Discovery in Databases: European Conference …, 2021
252021
Discrepancy-based active learning for domain adaptation
A de Mathelin, F Deheeger, M Mougeot, N Vayatis
International Conference on Learning Representations, 2021
20*2021
Unsupervised Domain Adaptation for Constraining Star Formation Histories
S Gilda, A de Mathelin, S Bellstedt, G Richard
arXiv preprint arXiv:2112.14072, 2021
62021
From Theoretical to Practical Transfer Learning: The ADAPT Library
A de Mathelin, F Deheeger, M Mougeot, N Vayatis
Federated and Transfer Learning, 283-306, 2022
52022
Handling Distribution Shift in Tire Design
A de Mathelin, F Deheeger, M Mougeot, N Vayatis
NeurIPS 2021 Workshop on Distribution Shifts: Connecting Methods and …, 2021
42021
Deep Anti-Regularized Ensembles provide reliable out-of-distribution uncertainty quantification
A de Mathelin, F Deheeger, M Mougeot, N Vayatis
arXiv preprint arXiv:2304.04042, 2023
32023
A Binded VAE for Inorganic Material Generation
F Oubari, A De Mathelin, R Décatoire, M Mougeot
arXiv preprint arXiv:2112.09570, 2021
32021
Maximum Weight Entropy
A de Mathelin, F Deheeger, M Mougeot, N Vayatis
arXiv preprint arXiv:2309.15704, 2023
12023
Fast and Accurate Importance Weighting for Correcting Sample Bias
A de Mathelin, F Deheeger, M Mougeot, N Vayatis
Joint European Conference on Machine Learning and Knowledge Discovery in …, 2022
12022
Personalized One-Shot Collaborative Learning
M Garin, A De Mathelin, M Mougeot, N Vayatis
2023 IEEE 35th International Conference on Tools with Artificial …, 2023
2023
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