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Abraham Gale, Amélie Marian · 2020 · arXiv 6905.343692

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Explaining Rankings with Hidden Group Bonuses

cs.DS · 2026-05-28 · unverdicted · novelty 6.0 · 2 refs

Introduces a constraint-satisfaction algorithm and complexity results for recovering linear utilities and latent group bonuses to explain observed rankings under hidden sensitive features.

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  • Explaining Rankings with Hidden Group Bonuses cs.DS · 2026-05-28 · unverdicted · none · ref 21 · 2 links

    Introduces a constraint-satisfaction algorithm and complexity results for recovering linear utilities and latent group bonuses to explain observed rankings under hidden sensitive features.