UD-DML: Uniform Design Subsampling for Double Machine Learning over Massive Data

Yuanke Qu, Xiaoya Xu, Hengtao Zhang

Double machine learning (DML) delivers valid inference on low-dimensional causal parameters while permitting flexible nuisance estimation, but its computational cost becomes prohib…