Interventional Fairness : Causal Database Repair for Algorithmic Fairness

Salimi, B; Rodriguez, L; Howe, B; Suciu, D

Salimi, B (reprint author), Univ Washington, Comp Sci & Engn, Seattle, WA 98195 USA.

SIGMOD '19: PROCEEDINGS OF THE 2019 INTERNATIONAL CONFERENCE ON MANAGEMENT OF DATA, 2019; (): 793

Abstract

Fairness is increasingly recognized as a critical component of machine learning systems. However, it is the underlying data on which these systems are......

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