Balance Regularized Neural Network Models for Causal Effect Estimation

Mehrdad Farajtabar, Andrew Lee, Yuanjian Feng +4

Estimating individual and average treatment effects from observational data is an important problem in many domains such as healthcare and e-commerce. In this paper, we advocate ba…