Bounding Counterfactuals under Selection Bias

26 July 2022

Papers citing "Bounding Counterfactuals under Selection Bias"

6 / 6 papers shown

Title
Tractable Bounding of Counterfactual Queries by Knowledge Compilation David Huber Yizuo Chen Alessandro Antonucci Adnan Darwiche Marco Zaffalon TPM 18 4 0 05 Oct 2023
Approximating Counterfactual Bounds while Fusing Observational, Biased and Randomised Data Sources Marco Zaffalon Alessandro Antonucci Rafael Cabañas David Huber 24 5 0 31 Jul 2023
Efficient Computation of Counterfactual Bounds Marco Zaffalon Alessandro Antonucci Rafael Cabañas David Huber Dario Azzimonti 15 2 0 17 Jul 2023
Partial Counterfactual Identification of Continuous Outcomes with a Curvature Sensitivity Model Valentyn Melnychuk Dennis Frauen Stefan Feuerriegel 19 11 0 02 Jun 2023
Learning to Bound Counterfactual Inference from Observational, Biased and Randomised Data Marco Zaffalon Alessandro Antonucci David Huber Rafael Cabañas OOD CML 28 0 0 06 Dec 2022
On the Complexity of Counterfactual Reasoning Yunqiu Han Yizuo Chen Adnan Darwiche 18 6 0 24 Nov 2022