Algorithmic recourse

Artificial Intelligence Machine Learning

A New Paradigm for Counterfactual Reasoning in Fairness and Recourse

root January 26, 2024 0

This academic article presents a new approach to counterfactual reasoning in fairness and recourse within artificial intelligence (AI) systems. Traditionally, counterfactual reasoning involves imagining hypothetical interventions on legally-protected characteristics such…

Cryptography and Security Machine Learning

Privacy-Preserving Algorithmic Recourse

root November 27, 2023 0

This research paper presents PrivRecourse, a solution to the privacy issues that arise when generating realistic recourse paths based on instance-based counterfactual explanations. The system uses differentially private (DP) clustering…

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Algorithmic recourse

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