Publications

Random features models: a way to study the success of naive imputation (paper)
A. Ayme, C. Boyer, A. Dieuleveut, E. Scornet.
Preprint

Naive imputation implicitly regularizes high-dimensional linear models (paper)
A. Ayme, C. Boyer, A. Dieuleveut, E. Scornet.
The Fortieth International Conference on Machine Learning (ICML23)

Near optimal rate of consistency for linear models with missing values (paper)
A. Ayme, C. Boyer, A. Dieuleveut, E. Scornet.
The Thirty-ninth International Conference on Machine Learning (ICML22)