Wing Hung Wong

CausalEGM: a general causal inference framework by encoding generative modeling

2022 · arXiv (Cornell University)

Although understanding and characterizing causal effects have become essential in observational studies, it is challenging when the confounders are high-dimensional. In this article, we develop a general framework $\textit{CausalEGM}$ for estimating causal effects by encoding …