Machine Learning Intermediate
proxy
An attribute used as a stand-in for a sensitive attribute.
Plain English Explanation
An attribute used as a stand-in for a sensitive attribute. For example, an individual's postal code might be used as a proxy for their income, race, or ethnicity.
How is it used?
Practitioners refer to proxy when building, training, or evaluating machine learning systems. It appears in research papers, product documentation, and technical discussions about AI capabilities and limitations.