What Criteria Should be Used to Determine Whether an Automated Decision Procedure is Fair?

Citation

de Mello, Lucca Sukman (2020) What Criteria Should be Used to Determine Whether an Automated Decision Procedure is Fair? Other, California Institute of Technology. doi:10.7907/x6p4-p435. https://resolver.caltech.edu/CaltechTHESIS:09162020-091616152

Abstract

[Introduction] As automated decision procedures become an increasing part of our lives, the question of how to ensure that they are fair is more relevant than ever. The freedoms, careers, and financial statuses of everyone whose lives depend on these decisions often hinge on whether the algorithms behind them are fair or not, so it is critical that algorithmic fairness is understood in a precise and rigorous manner.

Thesis Files