Unit Selection with Nonbinary Treatment and Effect

20 August 2022

Papers citing "Unit Selection with Nonbinary Treatment and Effect"

11 / 11 papers shown

Title
Estimating Probabilities of Causation with Machine Learning Models Shuai Wang Ang Li CML 72 0 0 13 Feb 2025
Probabilities of Causation for Continuous and Vector Variables Yuta Kawakami Manabu Kuroki Jin Tian 27 4 0 30 May 2024
Causal Unit Selection using Tractable Arithmetic Circuits Haiying Huang Adnan Darwiche 27 3 0 10 Apr 2024
An Algorithm and Complexity Results for Causal Unit Selection Haiying Huang Adnan Darwiche CML 15 2 0 28 Feb 2023
Epsilon-Identifiability of Causal Quantities Ang Li Scott Mueller Judea Pearl CML 13 2 0 27 Jan 2023
On the Complexity of Counterfactual Reasoning Yunqiu Han Yizuo Chen Adnan Darwiche 26 6 0 24 Nov 2022
Probabilities of Causation: Role of Observational Data Ang Li Judea Pearl 32 6 0 17 Oct 2022
Learning Probabilities of Causation from Finite Population Data Ang Li Song Jiang Yizhou Sun Judea Pearl AI4CE 23 7 0 16 Oct 2022
Unit Selection: Learning Benefit Function from Finite Population Data Ang Li Song Jiang Yizhou Sun Judea Pearl 35 7 0 15 Oct 2022
Unit Selection: Case Study and Comparison with A/B Test Heuristic Ang Li Judea Pearl 29 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