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Sample attribute table.

Published in Figshare • Mar 13, 2025
Authors:
Mehdi Mourali (10170245)
,
Dallas Novakowski (20874883)
,
Ruth Pogacar (10775731)

Abstract

The naive approach to preventing discrimination in algorithmic decision-making is to exclude protected attributes from the model’s inputs. This approach, known as “equal treatment,” aims to treat all individuals equally regardless of their demographic characteristics. However, this practice can stil...

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