Naive imputation implicitly regularizes high-dimensional linear models
A. Ayme, C. Boyer, A. Dieuleveut, E. Scornet
ICML, 2023
proceedings · arXiv

Conformal Prediction with Missing Values
M. Zaffran, A. Dieuleveut, J. Josse, Y. Romano
ICML, 2023
proceedings · arXiv · code · project’s webpage

Near optimal rate of consistency for linear models with missing values
A. Ayme, C. Boyer, A. Dieuleveut, E. Scornet
ICML, 2022
proceedings · arXiv · code