Make “Fairness by Design” Part of Machine Learning
Harvard Business
AUGUST 1, 2018
More recently, a study compared the commonly used crime risk analysis tool COMPAS against recidivism predictions from 400 untrained workers recruited via Amazon Mechanical Turk. Although the quality of annotation is adequate for many tasks, human annotation is inherently prone to a plethora of culturally ingrained biases.
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