Part VIII · Chapter 76Version 1.0 · 5 November 202635 min read
Group-Level and Intersectional Explanations
Key message
Unfairness is a property of groups, so its explanation must be too: explain the disparity itself, find the subgroups where it concentrates, report explanations by group and intersection with their uncertainty, and never infer group fairness from averaged local explanations.
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