Reassessing Evaluation Functions in Algorithmic Recourse: An Empirical Study from a Human-Centered Perspective

23 May 2024

Papers citing "Reassessing Evaluation Functions in Algorithmic Recourse: An Empirical Study from a Human-Centered Perspective"

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Title
"If it didn't happen, why would I change my decision?": How Judges Respond to Counterfactual Explanations for the Public Safety Assessment Yaniv Yacoby Ben Green Christopher L. Griffin Finale Doshi Velez 50 16 0 11 May 2022
Algorithmic Recourse: from Counterfactual Explanations to Interventions Amir-Hossein Karimi Bernhard Schölkopf Isabel Valera CML 42 340 0 14 Feb 2020
Model-Agnostic Counterfactual Explanations for Consequential Decisions Amir-Hossein Karimi Gilles Barthe Borja Balle Isabel Valera 71 320 0 27 May 2019
Efficient Search for Diverse Coherent Explanations Chris Russell 46 236 0 02 Jan 2019
Explanation in Artificial Intelligence: Insights from the Social Sciences Tim Miller XAI 210 4,229 0 22 Jun 2017