AINeutralarXiv – CS AI · Mar 176/10
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MESD: Detecting and Mitigating Procedural Bias in Intersectional Groups
Researchers propose MESD (Multi-category Explanation Stability Disparity), a new metric to detect procedural bias in AI models across intersectional groups. They also introduce UEF framework that balances utility, explanation quality, and fairness in machine learning systems.