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Revealing Unfair Models by Mining Interpretable...
Preprint

Revealing Unfair Models by Mining Interpretable Evidence

Abstract

The popularity of machine learning has increased the risk of unfair models getting deployed in high-stake applications, such as justice system,

Authors

Bajaj M; Chu L; Romaniello V; Singh G; Pei J; Zhou Z; Wang L; Zhang Y

Publication date

July 12, 2022

DOI

10.48550/arxiv.2207.05811

Preprint server

arXiv