Learning Treatment Representations for Downstream Instrumental Variable Regression

Shiangyi Lin, Hui Lan, Vasilis Syrgkanis

Traditional instrumental variable (IV) estimators face a fundamental constraint: they can only accommodate as many endogenous treatment variables as available instruments. This lim…