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cs.CY2026
Taking the Whys Seriously: Limitations of Counterfactual Explanations in Justification and Recourse
Mattia Cerrato, Otto Sahlgren, Xenia Heilmann
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. Thi…
cs.CY2026
Are Algorithm Registers Transparent? Perspectives from Germany
Iman Peljto, Xenia Heilmann, Mattia Cerrato
Algorithm registers are public-facing databases that display basic information about algorithms employed in public administration. While several such registers exist across Europe…