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Evaluating fairness in machine learning with PyMC3 - Oliver Laslett

1,682 views · Published 28 May 2018 · 39:53 · Indexed 25 September 2026

Channel: PyData · 2018 · Science & Technology

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PyData London 2018

Machine learning and data science applications can be unintentionally biased if care is not taken to evaluate their effect on different sub-populations. However, by using a "fair" approach, machine decision making can potentially be less biased than human decision makers.
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