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Check, Please: Verifiably Fair Clustering

cs.GT · 2026-05-12 · unverdicted · novelty 7.0

DC-mPJR+ is a new proportionality concept for clustering that can be verified in O(mn log n + mnk) time and ensures that any clustering satisfying it also satisfies an approximate version of the stronger mPJR fairness property.

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  • Check, Please: Verifiably Fair Clustering cs.GT · 2026-05-12 · unverdicted · none · ref 4

    DC-mPJR+ is a new proportionality concept for clustering that can be verified in O(mn log n + mnk) time and ensures that any clustering satisfying it also satisfies an approximate version of the stronger mPJR fairness property.