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Proceedings of the 37th Conference on Advances in Neural Information Processing Systems (NeurIPS 2024) , year =

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Check, Please: Verifiably Fair Clustering

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

Proves coNP-completeness of verifying mPJR in metric clustering, defines mPJR+ with polynomial-time find-and-check algorithms, and introduces DC-mPJR+ with O(mn log n + mnk) verification that approximates mPJR+.

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