most citedUnit Selection: Learning Benefit Function from Finite Population Data

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stat.ML2025

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…