Proxy (sensitive attributes): Revision history

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21 March 2023

  • curprev 01:1201:12, 21 March 2023‎ Walle talk contribs‎ 3,135 bytes +3,135‎ Created page with "{{see also|Machine learning terms}} ==Definition== In machine learning, '''proxy (sensitive attributes)''' refers to variables that indirectly capture information about a sensitive attribute, such as race, gender, or age, which are often used in a model to make predictions or decisions. The use of proxy variables can inadvertently lead to biased outcomes or algorithmic discrimination, even when the original sensitive attribute is not explicitly used in the model. It..."
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