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ENTITY When Is a Cheap Fairness Edit Safe? Screening Post-Hoc Edits in Two-Sided Matching Markets

When Is a Cheap Fairness Edit Safe? Screening Post-Hoc Edits in Two-Sided Matching Markets

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    New method screens fairness edits in two-sided matching markets

    Researchers have developed a closed-form linear projector that can reduce the influence of protected attributes in two-sided matching systems at inference time. This method aims to ensure fairness by bounding the welfar…