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ENTITY Fairness Auditing

Fairness Auditing

PulseAugur coverage of Fairness Auditing — every cluster mentioning Fairness Auditing across labs, papers, and developer communities, ranked by signal.

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  1. TOOL · CL_180611 ·

    New research quantifies unavoidable manipulation in AI fairness audits

    A new research paper explores the inherent limitations of fairness auditing in automated decision-making systems. The study quantifies the unavoidable manipulation that can occur even with finite audit resources, framin…

  2. RESEARCH · CL_06385 ·

    Researchers prove near-optimal cryptographic hardness for learning halfspaces under Gaussian distributions

    Two new research papers explore the computational hardness of learning with halfspaces under Gaussian distributions. The first paper focuses on homogeneous halfspaces, proving near-optimal hardness results under the Lea…