Many researchers have pointed to the possibility that machine learning algorithms will produce classifiers that display racial,

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 this bias arise? Is it possible to constrain machine learning algorithms to produce rigorously fair predictions?

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