Published: 01 Jan 2023, Last Modified: 26 Jan 2024AISTATS 2023Readers: Everyone
Abstract:Probabilities of causation play a crucial role in modern decision-making. Pearl defined three binary probabilities of causation, the probability of necessity and sufficiency (PNS), the probability ...