Learning Optimal Fair Policies

6 Sep 2018Razieh NabiDaniel MalinskyIlya Shpitser

Systematic discriminatory biases present in our society influence the way data is collected and stored, the way variables are defined, and the way scientific findings are put into practice as policy. Automated decision procedures and learning algorithms applied to such data may serve to perpetuate existing injustice or unfairness in our society... (read more)

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