Optimally taming biases in black-box models for efficient semiparametric estimation

Yihong Gu, Qishuo Yin, Tianxi Cai +1

Modern semiparametric estimation often relies on flexible black-box machine learning methods to estimate nuisance functions, raising a fundamental question: how do nuisance estimat…