| 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 | 39 | 2021 |
| 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 | 33 | 2021 |
| 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 | 22 | 2021 |
| 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 | 6 | 2021 |
| 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 | 4 | 2021 |
| 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 | 3 | 2023 |
| 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 | 3 | 2022 |
| A Binded VAE for Inorganic Material Generation F Oubari, A De Mathelin, R Décatoire, M Mougeot arXiv preprint arXiv:2112.09570, 2021 | 2 | 2021 |
| 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 | 1 | 2022 |
| 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 |
| Maximum Weight Entropy A de Mathelin, F Deheeger, M Mougeot, N Vayatis arXiv preprint arXiv:2309.15704, 2023 | | 2023 |
Mathilde MougeotFull Professor at ENSIIE & Researcher at Borelli Center, ENS Paris-SaclayBestätigte E-Mail-Adresse bei ensiie.fr
