High Dimensional Causal Inference with Variational Backdoor Adjustment

Daniel Israel, Aditya Grover, Guy Van den Broeck

Backdoor adjustment is a technique in causal inference for estimating interventional quantities from purely observational data. For example, in medical settings, backdoor adjustmen…