What’s a good imputation to predict with missing values? M Le Morvan, J Josse, E Scornet, G Varoquaux Advances in Neural Information Processing Systems 34, 2021 | 51 | 2021 |
NeuMiss networks: differentiable programming for supervised learning with missing values. M Le Morvan, J Josse, T Moreau, E Scornet, G Varoquaux Advances in Neural Information Processing Systems 33, 5980-5990, 2020 | 41 | 2020 |
NetNorM: Capturing cancer-relevant information in somatic exome mutation data with gene networks for cancer stratification and prognosis M Le Morvan, A Zinovyev, JP Vert PLoS computational biology 13 (6), e1005573, 2017 | 36 | 2017 |
Linear predictor on linearly-generated data with missing values: non consistency and solutions M Le Morvan, N Prost, J Josse, E Scornet, G Varoquaux International Conference on Artificial Intelligence and Statistics, 3165-3174, 2020 | 29 | 2020 |
WHInter: A Working set algorithm for High-dimensional sparse second order Interaction models M Le Morvan, JP Vert Proceedings of the 35th International Conference on Machine Learning 80, 2018 | 24 | 2018 |
Benchmarking missing-values approaches for predictive models on health databases A Perez-Lebel, G Varoquaux, M Le Morvan, J Josse, JB Poline GigaScience 11, giac013, 2022 | 19 | 2022 |
Supervised quantile normalisation ML Morvan, JP Vert arXiv preprint arXiv:1706.00244, 2017 | 12 | 2017 |
Beyond calibration: estimating the grouping loss of modern neural networks A Perez-Lebel, ML Morvan, G Varoquaux arXiv preprint arXiv:2210.16315, 2022 | 10 | 2022 |
BOOM! Tephrochronological dataset and exploration tool of the Southern (33–46° S) and Austral (49–55° S) volcanic zones of the Andes CM Fontaine, V Peña-Araya, C Marmo, M Le Morvan, G Delpech, ... Quaternary Science Reviews 316, 108254, 2023 | 2 | 2023 |
Learning from genomic data: efficient representations and algorithms. M Le Morvan Université Paris sciences et lettres, 2018 | | 2018 |
Développement de représentations et d'algorithmes efficaces pour l'apprentissage statistique sur des données génomiques M Le Morvan Paris Sciences et Lettres (ComUE), 2018 | | 2018 |