Unit Selection: Learning Benefit Function from Finite Population Data

15 October 2022

Papers citing "Unit Selection: Learning Benefit Function from Finite Population Data"

9 / 9 papers shown

Title
Estimating Probabilities of Causation with Machine Learning Models Shuai Wang Ang Li CML 72 0 0 13 Feb 2025
Causal Unit Selection using Tractable Arithmetic Circuits Haiying Huang Adnan Darwiche 25 3 0 10 Apr 2024
Answering Causal Queries at Layer 3 with DiscoSCMs-Embracing Heterogeneity Heyang Gong 22 0 0 17 Sep 2023
Bayesian Safe Policy Learning with Chance Constrained Optimization: Application to Military Security Assessment during the Vietnam War Zeyang Jia Eli Ben-Michael Kosuke Imai 24 4 0 17 Jul 2023
An Algorithm and Complexity Results for Causal Unit Selection Haiying Huang Adnan Darwiche CML 10 2 0 28 Feb 2023
Probabilities of Causation: Role of Observational Data Ang Li Judea Pearl 30 6 0 17 Oct 2022
Unit Selection: Case Study and Comparison with A/B Test Heuristic Ang Li Judea Pearl 24 6 0 10 Oct 2022
Probabilities of Causation: Adequate Size of Experimental and Observational Samples Ang Li Ruirui Mao Judea Pearl 49 9 0 10 Oct 2022
Unit Selection with Nonbinary Treatment and Effect Ang Li Judea Pearl 31 14 0 20 Aug 2022