COSTAR: Improved Temporal Counterfactual Estimation with Self-Supervised Learning

Chuizheng Meng, Yihe Dong, Sercan Ö. Arık +2

Estimation of temporal counterfactual outcomes from observed history is crucial for decision-making in many domains such as healthcare and e-commerce, particularly when randomized…