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Naive imputation implicitly regularizes high-dimensional linear models

Naive imputation implicitly regularizes high-dimensional linear models

31 January 2023
Alexis Ayme
Claire Boyer
Aymeric Dieuleveut
Erwan Scornet
    AI4CE
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Papers citing "Naive imputation implicitly regularizes high-dimensional linear models"

2 / 2 papers shown
Title
Imputation for prediction: beware of diminishing returns
Imputation for prediction: beware of diminishing returns
Marine Le Morvan
Gaël Varoquaux
AI4TS
78
1
0
21 Feb 2025
Random features models: a way to study the success of naive imputation
Random features models: a way to study the success of naive imputation
Alexis Ayme
Claire Boyer Lpsm
Aymeric Dieuleveut
Erwan Scornet
30
3
0
06 Feb 2024
1