Consistency of Neural Causal Partial Identification

Jiyuan Tan, Jose Blanchet, Vasilis Syrgkanis

Recent progress in Neural Causal Models (NCMs) showcased how identification and partial identification of causal effects can be automatically carried out via training of neural gen…