Question: Many researchers have pointed to the possibility that machine learning algorithms will produce classifiers that display racial, gender, or other forms of bias. How does

Many researchers have pointed to the possibility that machine learning algorithms will produce classifiers that display racial, gender, or other forms of bias. How does this bias arise? Is it possible to constrain machine learning algorithms to produce rigorously fair predictions?

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Researchers have pointed to the possibility that Machine Learning algorithms will produce classifiers that display racial, gender or other forms of bias. How does this arise?

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