Before revision:  As our main contribution, we introduce\le  synthetic interventions (SI), which helps resolve this open problem by allowing one to produce counterfactual estimates if there are multiple interventions of interest .
After revision:  As our main contribution, we introduce\le synthetic interventions (SI), to estimate the counterfactual outcome of each unit under each of the D interventions, averaged over the post-intervention time period .