Demographic-Reliant Algorithmic Fairness

Focus: AI Ethics/Policy

Source: MAIEI

Readability: Expert

Type: Website Article

Open Source: Yes

External URL: https://montrealethics.ai/demographic-reliant-algorithmic-fairness-characterizing-the-risks-of-demographic-data-collection-and-use-in-the-pursuit-of-fairness/

Keywords: N/A

Learn Tags: AI and Machine Learning Bias Ethics Fairness Research Centre

Summary: A paper that argues that collecting more data in support of fairness is not always the answer and can actually exacerbate or introduce harm for marginalized individuals and groups.