Causes of Effects: Learning individual responses from population data

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Causes of Effects: Learning individual responses from population data

28 April 2021

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Papers citing "Causes of Effects: Learning individual responses from population data"

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Title
Estimating Probabilities of Causation with Machine Learning Models Shuai Wang Ang Li CML 155 0 0 13 Feb 2025
Bounding the Probabilities of Benefit and Harm Through Sensitivity Parameters and Proxies J. Peña 52 3 0 08 Mar 2023
Epsilon-Identifiability of Causal Quantities Ang Li Scott Mueller Judea Pearl CML 72 2 0 27 Jan 2023
On the Complexity of Counterfactual Reasoning Yunqiu Han Yizuo Chen Adnan Darwiche 66 7 0 24 Nov 2022
Probabilities of Causation: Role of Observational Data Ang Li Judea Pearl 76 7 0 17 Oct 2022
Learning Probabilities of Causation from Finite Population Data Ang Li Song Jiang Yizhou Sun Judea Pearl AI4CE 57 7 0 16 Oct 2022
Unit Selection with Nonbinary Treatment and Effect Ang Li Judea Pearl 59 14 0 20 Aug 2022
Personalized Decision Making -- A Conceptual Introduction Scott Mueller Judea Pearl 65 45 0 19 Aug 2022
Is More Data All You Need? A Causal Exploration Athanasios Vlontzos Hadrien Reynaud Bernhard Kainz CML 66 2 0 06 Jun 2022
Counterfactual Analysis in Dynamic Latent State Models Martin Haugh Raghav Singal CML 88 6 0 27 May 2022
Unit Selection with Causal Diagram Ang Li Judea Pearl CML 62 25 0 15 Sep 2021
Desiderata for Representation Learning: A Causal Perspective Yixin Wang Michael I. Jordan CML 80 84 0 08 Sep 2021