KDD, pp. 1-1, 2017.
Data, algorithms, and systems have biases embedded within them reflecting designers' explicit and implicit choices, historical biases, and societal priorities. They form, literally and inexorably, a codification of values. \"Unfairness\" of algorithms -- for tasks ranging from advertising to recidivism prediction -- has attracted consider...More
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