Ayme, Alexis

4 publications

AISTATS 2025 A Primer on Linear Classification with Missing Data Angel David REYERO Lobo, Alexis Ayme, Claire Boyer, Erwan Scornet

ICML 2024 Random Features Models: A Way to Study the Success of Naive Imputation Alexis Ayme, Claire Boyer, Aymeric Dieuleveut, Erwan Scornet

ICML 2023 Naive Imputation Implicitly Regularizes High-Dimensional Linear Models Alexis Ayme, Claire Boyer, Aymeric Dieuleveut, Erwan Scornet

ICML 2022 Near-Optimal Rate of Consistency for Linear Models with Missing Values Alexis Ayme, Claire Boyer, Aymeric Dieuleveut, Erwan Scornet