4 citations · 7 across the 4 of their papers we have counts for
4 papers
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…
Heterogeneous Effects of Software Patches in a Multiplayer Online Battle Arena Game
Yuzi He, Christopher Tran, Julie Jiang +4
The popularity of online gaming has grown dramatically, driven in part by streaming and the billion-dollar e-sports industry. Online games regularly update their software to fix bu…
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…
Learning Fair and Interpretable Representations via Linear Orthogonalization
Yuzi He, Keith Burghardt, Kristina Lerman
To reduce human error and prejudice, many high-stakes decisions have been turned over to machine algorithms. However, recent research suggests that this does not remove discriminat…