Semiparametric M-estimation with overparameterized neural networks

Shunxing Yan, Ziyuan Chen, Fang Yao

We focus on semiparametric regression that has played a central role in statistics, and exploit the powerful learning ability of deep neural networks (DNNs) while enabling statisti…