Targeted Regularization for Causal Effect Estimation with Exponential Dispersion Family Outcomes

Jiahong Li, Zeqin Yang, Jixing Xu +4

Neural Networks (NNs) for causal effect estimation have shown strong empirical performance, yet endowing them with desirable semiparametric properties -- doubly robustness and fast…