Uniform-Design Subsampling for Compute-Budgeted Double Machine Learning

Yuanke Qu, Xiaoya Xu, Hengtao Zhang

Double machine learning (DML) combines orthogonal scores with flexible nuisance estimation, but repeated cross-fitting and repeated analysis can make full-data workflows expensive.…