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RESEARCH · CL_14038 · Apr 30 · 19:51

SHIFT estimator improves robust double machine learning for heavy-tailed data

Researchers have developed SHIFT, a new robust estimator for Double Machine Learning (DML) pipelines designed to handle heavy-tailed data contamination. SHIFT combines cross-fit nuisance orthogonalization with a kernel-…