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Dec 9, 2014 · The complexity of determining the degree of responsibility and blame using the original definition of causality was completely characterized.
The standard definitions of causality are based on counterfactual reasoning. Very roughly speaking, this means that A is a cause of B if (counterfactually) had ...
The Computational Complexity of Structure-Based Causality. Gadi Aleksandrowicz. IBM Research Lab,. Haifa, Israel gadia@il.ibm.com. Hana Chockler. Department of ...
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Chockler and Halpern extended the definition of causality by introducing notions of responsibility and blame, and characterized the complexity of determining ...
Mar 8, 2023 · The Computational Complexity of Structure-Based Causality ; Authors. Gadi Aleksandrowicz. IBM Research. Hana Chockler. King's College London.
Aug 3, 2015 · We show that the complexity of computing causality under the updated definition is D^P_2 -complete. Chockler and Halpern extended the definition ...
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We give a precise picture of the computational complexity of causal relationships in Pearl's structural models, where we focus on causality between variables.
Gadi Aleksandrowicz, Hana Chockler, Joseph Y. Halpern, Alexander Ivrii: The Computational Complexity of Structure-Based Causality. AAAI 2014: 974-980.
Halpern and Pearl introduced a definition of actual causality; Eiter and Lukasiewicz showed that computing whether X = x is a cause of Y = y is NP-complete ...