Learning from Discriminatory Training Data

Grabowicz, P; Perello, N; Takatsu, K

Grabowicz, P (通讯作者),Univ Massachusetts Amherst, Amherst, MA 01003 USA.

PROCEEDINGS OF THE 2023 AAAI/ACM CONFERENCE ON AI, ETHICS, AND SOCIETY, AIES 2023, 2023; (): 752

Abstract

Supervised learning systems are trained using historical data and, if the data was tainted by discrimination, they may unintentionally learn to discri......

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