Naive imputation implicitly regularizes high-dimensional linear models

Alexis Ayme, Claire Boyer, Aymeric Dieuleveut +1

Two different approaches exist to handle missing values for prediction: either imputation, prior to fitting any predictive algorithms, or dedicated methods able to natively incorpo…