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    A Comprehensive Review and Benchmarking of Fairness-Aware Variants of Machine Learning Models

    A Comprehensive Review and Benchmarking of Fairness-Aware Variants of Machine Learning Models von George Raftopoulos, Nikos Fazakis, Gregory Davrazos, Sotiris Kotsiantis

    Veröffentlicht 2025-07-01

    Fairness is a fundamental virtue in machine learning systems, alongside with four other critical virtues: Accountability, Transparency, Ethics, and Performance (FATE + Performance). Ensuring fairness has been a central research focus, leading to the development of various mitigation strategies in th...

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