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John Sheppard
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John Sheppard11 visible / 11 total nodes / 34 links

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Related contextRelated contextRelated contextRelated contextRelated contextCo-authorshipWorks onWorks onWorks onWorks onWorks onWorks onWorks onWorks onRelated contextAuthorshipAuthorshipAuthorshipAuthorshipAuthorshipAuthorshipTopic signalTopic signalTopic signalTopic signalTopic signalTopic signalTopic signalTopic signalTopic signalTopic signalTopic signalAuthorshipAuthorshipJohn SheppardAJohn SheppardResearcherDo Fair Models Reason Fairly? Counterfactual Explanation Consistency for Procedural Fairness in Credit DecisionsWDo Fair Models Reason F...preprint / 2026Fairness of Explanations in Artificial Intelligence (AI): A Unifying Framework, Axioms, and Future Direction toward Responsible AIWFairness of Explanation...preprint / 2026GESD: Beyond Outcome-Oriented FairnessWGESD: Beyond Outcome-Or...preprint / 2026Gideon PopoolaAGideon PopoolaResearcherMachine LearningTMachine Learning49008 worksArtificial IntelligenceTArtificial Intelligence22915 workscs.CYTcs.CY4196 worksComputational Engineering, Finance, and ScienceTComputational Engineeri...1260 worksThe International Linear Collider Technical Design Report - Volume 3.II: Accelerator Baseline DesignWThe International Linea...preprint / 2013The International Linear Collider Technical Design Report - Volume 3.I: Accelerator R&D in the Technical Design PhaseWThe International Linea...preprint / 2013
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John Sheppard

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PaperDo Fair Models Reason Fairly? Counterfactual Explanation Consistency for Procedural Fairness in Credit DecisionsAuthorship / preprint / 2026PaperFairness of Explanations in Artificial Intelligence (AI): A Unifying Framework, Axioms, and Future Direction toward Responsible AIAuthorship / preprint / 2026PaperGESD: Beyond Outcome-Oriented FairnessAuthorship / preprint / 2026PersonGideon PopoolaCo-authorship / ResearcherTopicMachine LearningWorks on / 49008 worksTopicArtificial IntelligenceWorks on / 22915 worksTopiccs.CYWorks on / 4196 worksTopicComputational Engineering, Finance, and ScienceWorks on / 1260 works

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