Author

Federico Sabbatini

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Fairness-Aware Knowledge Distillation via Symbolic Knowledge Extractors

Federico Sabbatini, Roberta Calegari · 0 citations

Open access Sep 2026

Individual and group fairness assessments via counterfactual explanations

This study explores the potential of counterfactual explanations to assess artificial intelligence (AI) fairness, especially in critical decision-making systems. Predictive models may amplify biases inherent in data sets or algorithms, and given the absence of a universally accepted fairness metric, a case-specific app...

Federico Sabbatini, Roberta Calegari · AI and Ethics · 0 citations