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Do Fair Models Reason Fairly? Counterfactual Explanation Consistency for Procedural Fairness in Credit Decisions
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| Published in: | ArXiv cs.CE Recent Papers |
|---|---|
| Format: | Online Article RSS Article |
| Published: |
2026
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| _version_ | 1865217956653301760 |
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| collection | WordPress RSS FRELIP Feed Integration |
| container_title | ArXiv cs.CE Recent Papers |
| description | |
| discipline_display | Engineering & Technology |
| discipline_facet | Engineering & Technology |
| format | Online Article RSS Article |
| genre | Journal Article |
| id | rss_article:51825 |
| institution | FRELIP |
| journal_source_facet | ArXiv cs.CE Recent Papers |
| publishDate | 2026 |
| publishDateSort | 2026 |
| record_format | rss_article |
| spellingShingle | Do Fair Models Reason Fairly? Counterfactual Explanation Consistency for Procedural Fairness in Credit Decisions ArXiv cs.CE Recent Papers Aerospace & Aeronautical Engineering & Technology |
| sub_discipline_display | Aerospace & Aeronautical |
| sub_discipline_facet | Aerospace & Aeronautical |
| subject_display | ArXiv cs.CE Recent Papers Aerospace & Aeronautical Engineering & Technology ArXiv cs.CE Recent Papers Aerospace & Aeronautical Engineering & Technology |
| subject_facet | ArXiv cs.CE Recent Papers Aerospace & Aeronautical Engineering & Technology |
| title | Do Fair Models Reason Fairly? Counterfactual Explanation Consistency for Procedural Fairness in Credit Decisions |
| title_auth | Do Fair Models Reason Fairly? Counterfactual Explanation Consistency for Procedural Fairness in Credit Decisions |
| title_full | Do Fair Models Reason Fairly? Counterfactual Explanation Consistency for Procedural Fairness in Credit Decisions |
| title_fullStr | Do Fair Models Reason Fairly? Counterfactual Explanation Consistency for Procedural Fairness in Credit Decisions |
| title_full_unstemmed | Do Fair Models Reason Fairly? Counterfactual Explanation Consistency for Procedural Fairness in Credit Decisions |
| title_short | Do Fair Models Reason Fairly? Counterfactual Explanation Consistency for Procedural Fairness in Credit Decisions |
| title_sort | do fair models reason fairly? counterfactual explanation consistency for procedural fairness in credit decisions |
| topic | ArXiv cs.CE Recent Papers Aerospace & Aeronautical Engineering & Technology |
| url | https://arxiv.org/abs/2605.12701v1 |