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“As we saw, machine learning algorithms optimizing solely for predictive accuracy may discriminate against racial or gender groups, while algorithms computing aggregate statistics or models from behavioral or medical data may leak compromising information about specific individuals.”

Michael Kearns, The Ethical Algorithm: The Science of Socially Aware Algorithm Design
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The Ethical Algorithm: The Science of Socially Aware Algorithm Design The Ethical Algorithm: The Science of Socially Aware Algorithm Design by Michael Kearns
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