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68er-68
Gr
Group
Severity6/10
Group Fairness
Disparity in positive or negative outcome rates between defined demographic groups, constituting systemic discrimination.
Periodic recordSocietyarXiv2023
Ondrej Bohdal, Timothy Hospedales, Philip H. S. Torr, Fazl Barez
Mitigation Strategy
Application of demographic parity or equalized odds, post-processing of predictions, in-processing fairness constraints, and group metric monitoring.
Atomic Number
68
Gr
Risk ID
er-68
Severity
6/10
Severity Level