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Interventional counterfactuals evaluate statements such as"had $A$ been $a$"by replacing the assignment for $A$ while keeping the unit's exogenous background fixed. Backtracking counterfactuals reverse this logic: they preserve the structural assignments and instead vary background conditions across worlds. This semant...
A hierarchy of three entropy-based Shapley games makes this output-side choice explicit for any ordered multivariate outcome, ranging from per-component marginal entropy to fully joint entropy, and establishes a chain-rule decomposition of the joint attribution and characterize the cross-component term through conditio...
FindMyText is an open-source Python package designed to efficiently assess whether a given text appears, in part or in full, within a text corpus, and it is shown that FindMyText outperforms alternative approaches across three datasets.
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