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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

68
Society
er-68
Gr

Group

Group Fairness

RiesgosIA.org
Society • #68

Group Fairness

Gr
Severity Level6/10

Definition

Disparity in positive or negative outcome rates between defined demographic groups, constituting systemic discrimination.

Mitigation Strategy

Application of demographic parity or equalized odds, post-processing of predictions, in-processing fairness constraints, and group metric monitoring.

Notes / Observations

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