Evaluating fairness in machine learning with PyMC3 – Oliver Laslett

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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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