Before revision:  The proposed method does not rely on pretreatment covariates and encoder-decoder networks are capable of learning nonconvex combinations of control unit outcomes to construct a counterfactual.
After revision:  The proposed method does not rely on pretreatment covariates , allows for nonconvex combinations of control unit outcomes to construct a counterfactual.