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Make “Fairness by Design” Part of Machine Learning

Harvard Business

AUGUST 1, 2018

Machine learning models used in a popular search engine struggle to differentiate human images from those of gorillas , and show female searchers ads for lower paying jobs relative to male users. To a data scientist, “bias” has a particular technical meaning — it refers to the level of segmentation in a classification model.

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Make “Fairness by Design” Part of Machine Learning

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