4 citations · 7 across the 4 of their papers we have counts for
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cs.LG2026
Productionized Fairness Measurement Under Privacy Constraints
Osonde A. Osoba, Yuzi He, Saikrishna Badrinarayanan +3
Fairness measurements in the form of disaggregated evaluations often rely on demographic signals that are legally constrained or culturally sensitive. Race and ethnicity signals ar…
cs.LG2020★ 1 cited
Inherent Trade-offs in the Fair Allocation of Treatments
Yuzi He, Keith Burghardt, Siyi Guo +1
Explicit and implicit bias clouds human judgement, leading to discriminatory treatment of minority groups. A fundamental goal of algorithmic fairness is to avoid the pitfalls in hu…