cs.CY · 2026-09-01 · No. 102
Computers and Society, 2026-09-01.
1 new papers in cs.CY. Titles, authors,
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01 — The papers
1 entries-
01
Taking the Whys Seriously: Limitations of Counterfactual Explanations in Justification and Recourse
Mattia Cerrato, Otto Sahlgren, Xenia Heilmann
cs.CY · cs.AI
Counterfactual explanations (CEs) are widely used in explainable artificial intelligence (AI) to show how a model's outputs would change if the input features were manipulated. This technique is used for a range of tasks such as debugging models, explaining predictions, justifying decisions, and providing algorithmic recourse. In this paper, we explore the normative legitimacy of employing counterfactuals in real-life model deployment...
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