1.8k citations · 2.9k across the 27 of their papers we have counts for
Showing 2020Show all
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cs.CY2020★ 113 cited
AI virtues -- The missing link in putting AI ethics into practice
Thilo Hagendorff
Several seminal ethics initiatives have stipulated sets of principles and standards for good technology development in the AI sector. However, widespread criticism has pointed out…
cs.CY2020★ 45 cited
Ethical behavior in humans and machines -- Evaluating training data quality for beneficial machine learning
Thilo Hagendorff
Machine behavior that is based on learning algorithms can be significantly influenced by the exposure to data of different qualities. Up to now, those qualities are solely measured…
cs.CY2020★ 30 cited
Ethical Considerations and Statistical Analysis of Industry Involvement in Machine Learning Research
Thilo Hagendorff, Kristof Meding
Industry involvement in the machine learning (ML) community seems to be increasing. However, the quantitative scale and ethical implications of this influence are rather unknown. F…