Implicit data crimes: Machine learning bias arising from misuse of public data.
Sign Up to like & getrecommendations! Published in 2022 at "Proceedings of the National Academy of Sciences of the United States of America"
DOI: 10.1073/pnas.2117203119
Abstract: SignificancePublic databases are an important resource for machine learning research, but their growing availability sometimes leads to "off-label" usage, where data published for one task are used for another. This work reveals that such off-label… read more here.
Keywords: data crimes; implicit data; machine; public data ... See more keywords