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Workshopband MuC 2021

https://dl.gi.de/handle/20.500.12116/37245
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Auflistung Workshopband MuC 2021 nach Schlagwort "Algorithmic Transparency"

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  • Workshopbeitrag
    Audit, Don’t Explain – Recommendations Based on a Socio-Technical Understanding of ML-Based Systems
    (Mensch und Computer 2021 - Workshopband, 2021) Heuer, Hendrik
    In this position paper, I provide a socio-technical perspective on machine learning-based systems. I also explain why systematic audits may be preferable to explainable AI systems. I make concrete recommendations for how institutions governed by public law akin to the German TÜV and Stiftung Wartentest can ensure that ML systems operate in the interest of the public.