Altman, MicahWood, AlexandraVayena, Effy2018-08-032018Altman, Micah, Alexandra Wood, and Effy Vayena. 2018. “A Harm-Reduction Framework for Algorithmic Fairness.” IEEE Security & Privacy 16 (3) (May): 34–45. doi:10.1109/msp.2018.2701149.1540-7993http://nrs.harvard.edu/urn-3:HUL.InstRepos:37356411In this article, we recognize the profound effects that algorithmic decision-making can have on people's lives and propose a harm-reduction framework for algorithmic fairness. We argue that any evaluation of algorithmic fairness must consider a counterfactual analysis of the effects that algorithmic design, implementation, and use have on the well-being of individuals.en-USConference Paper2018-08-0310.1109/MSP.2018.2701149