ACE: Active Learning for Causal Inference with Expensive Experiments

Difan Song, Simon Mak, C. F. Jeff Wu

Experiments are the gold standard for causal inference. In many applications, experimental units can often be recruited or chosen sequentially, and the adaptive execution of such e…