Genetic programming approaches to learning fair classifiers

28 Apr 2020 William La Cava Jason H. Moore

Society has come to rely on algorithms like classifiers for important decision making, giving rise to the need for ethical guarantees such as fairness. Fairness is typically defined by asking that some statistic of a classifier be approximately equal over protected groups within a population... (read more)

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