FACE - Feasible and Actionable Counterfactual Explanations

Rafael Poyiadzi
Rafael Poyiadzi
Kacper Sokol
Kacper Sokol

AIES, pp. 344-350, 2020.

Cited by: 5|Views21
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Abstract:

Work in Counterfactual Explanations tends to focus on the principle of ``the closest possible world'' that identifies small changes leading to the desired outcome. In this paper we argue that while this approach might initially seem intuitively appealing it exhibits shortcomings not addressed in the current literature. First, a counterf...More

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