Probabilities of Causation with Nonbinary Treatment and Effect

19 August 2022

Papers citing "Probabilities of Causation with Nonbinary Treatment and Effect"

11 / 11 papers shown

Title
Moments of Causal Effects Yuta Kawakami Jin Tian CML 56 0 0 08 May 2025
Decomposition of Probabilities of Causation with Two Mediators Yuta Kawakami Jin Tian CML 46 0 0 08 May 2025
Estimating Probabilities of Causation with Machine Learning Models Shuai Wang Ang Li CML 77 0 0 13 Feb 2025
Reasoning Elicitation in Language Models via Counterfactual Feedback Alihan Hüyük Xinnuo Xu Jacqueline Maasch Aditya V. Nori Javier González ReLM LRM 256 1 0 02 Oct 2024
Bounding the probability of causality under ordinal outcomes Hanmei Sun Chengfeng Shi Qiang Zhao 26 0 0 14 Sep 2024
Unifying Invariant and Variant Features for Graph Out-of-Distribution via Probability of Necessity and Sufficiency Xuexin Chen Ruichu Cai Kaitao Zheng Zhifan Jiang Zhengting Huang Zhifeng Hao Zijian Li 69 0 0 21 Jul 2024
Bounding probabilities of causation through the causal marginal problem Numair Sani Atalanti A. Mastakouri Dominik Janzing CML 31 3 0 04 Apr 2023
Epsilon-Identifiability of Causal Quantities Ang Li Scott Mueller Judea Pearl CML 27 2 0 27 Jan 2023
Unit Selection: Case Study and Comparison with A/B Test Heuristic Ang Li Judea Pearl 37 6 0 10 Oct 2022
Unit Selection with Nonbinary Treatment and Effect Ang Li Judea Pearl 39 14 0 20 Aug 2022
Personalized Decision Making -- A Conceptual Introduction Scott Mueller Judea Pearl 13 42 0 19 Aug 2022