| Near-optimal rate of consistency for linear models with missing values A Ayme, C Boyer, A Dieuleveut, E Scornet International Conference on Machine Learning, 1211-1243, 2022 | 10 | 2022 |
| Naive imputation implicitly regularizes high-dimensional linear models A Ayme, C Boyer, A Dieuleveut, E Scornet International Conference on Machine Learning, 2023, 2023 | 6 | 2023 |
| Random features models: a way to study the success of naive imputation A Ayme, C Boyer, A Dieuleveut, E Scornet arXiv preprint arXiv:2402.03839, 2024 | 2 | 2024 |
| Harnessing pattern-by-pattern linear classifiers for prediction with missing data ADR Lobo, A Ayme, C Boyer, E Scornet arXiv preprint arXiv:2405.09196, 2024 | | 2024 |
