Learning Probabilities of Causation from Finite Population Data

16 October 2022

Papers citing "Learning Probabilities of Causation from Finite Population Data"

8 / 8 papers shown

Title
Estimating Probabilities of Causation with Machine Learning Models Shuai Wang Ang Li CML 77 0 0 13 Feb 2025
MCNS: Mining Causal Natural Structures Inside Time Series via A Novel Internal Causality Scheme Yuanhao Liu Dehui Du Zihan Jiang Anyan Huang Yiyang Li BDL CML AI4TS 24 0 0 13 Sep 2023
An Algorithm and Complexity Results for Causal Unit Selection Haiying Huang Adnan Darwiche CML 18 2 0 28 Feb 2023
Probabilities of Causation: Role of Observational Data Ang Li Judea Pearl 40 6 0 17 Oct 2022
Unit Selection: Learning Benefit Function from Finite Population Data Ang Li Song Jiang Yizhou Sun Judea Pearl 43 7 0 15 Oct 2022
Unit Selection: Case Study and Comparison with A/B Test Heuristic Ang Li Judea Pearl 37 6 0 10 Oct 2022
Probabilities of Causation: Adequate Size of Experimental and Observational Samples Ang Li Ruirui Mao Judea Pearl 57 9 0 10 Oct 2022
Unit Selection with Nonbinary Treatment and Effect Ang Li Judea Pearl 39 14 0 20 Aug 2022