Chapter on Bias and Fairness in Machine Learning systems

Coleridge-Initiative / big-data-and-social-science

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Chapter on Bias and Fairness in Machine Learning systems #3

Closed rayidghani closed 4 years ago

rayidghani commented 5 years ago

It would be good to have a chapter discussing fairness and bias issues when building statistical/ml models. This should include how to define bias/fairness, how to detect it, and how to possibly correct it.