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algorithmic fairness 1causal recourse 1credit scoring 1performative prediction 1strategic behavior 1

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cs.LG2026

The Role of Causality in Algorithmic Recourse

Srikanth Avasarala, Varun Gupta, Shahin Jabbari +2

The paper introduces a causal framework for algorithmic recourse that models how suggested changes affect both features and true outcomes, showing that accounting for causality yie…