Learning Probabilities of Causation with Mask-Augmented Data

Shuai Wang, Yizhou Sun, Judea Pearl +1

Probabilities of causation play a central role in modern decision making. Tian and Pearl first introduced formal definitions and derived tight bounds for three binary probabilities…