On the Complexity of Counterfactual Reasoning

24 November 2022

Papers citing "On the Complexity of Counterfactual Reasoning"

10 / 10 papers shown

Title
Constrained Identifiability of Causal Effects Yizuo Chen Adnan Darwiche CML 79 0 0 03 Dec 2024
Teleporter Theory: A General and Simple Approach for Modeling Cross-World Counterfactual Causality Jiangmeng Li Bin Qin Qirui Ji Yi Li Jingyao Wang Jianwen Cao Fanjiang Xu 49 0 0 17 Jun 2024
Causal Unit Selection using Tractable Arithmetic Circuits Haiying Huang Adnan Darwiche 27 3 0 10 Apr 2024
Identifying Causal Effects Under Functional Dependencies Yizuo Chen Adnan Darwiche CML 26 1 0 07 Mar 2024
Tractable Bounding of Counterfactual Queries by Knowledge Compilation David Huber Yizuo Chen Alessandro Antonucci Adnan Darwiche Marco Zaffalon TPM 26 4 0 05 Oct 2023
An Algorithm and Complexity Results for Causal Unit Selection Haiying Huang Adnan Darwiche CML 12 2 0 28 Feb 2023
Unit Selection with Nonbinary Treatment and Effect Ang Li Judea Pearl 33 14 0 20 Aug 2022
Tractable Boolean and Arithmetic Circuits Adnan Darwiche TPM 36 12 0 07 Feb 2022
An Automated Approach to Causal Inference in Discrete Settings Guilherme Duarte N. Finkelstein D. Knox Jonathan Mummolo I. Shpitser 31 48 0 28 Sep 2021
Inter-causal Independence and Heterogeneous Factorization N. Zhang David Poole CML 45 27 0 27 Feb 2013