Search Results for author: Yuzi He

Found 3 papers, 1 papers with code

Inherent Trade-offs in the Fair Allocation of Treatments

no code implementations30 Oct 2020 Yuzi He, Keith Burghardt, Siyi Guo, Kristina Lerman

Explicit and implicit bias clouds human judgement, leading to discriminatory treatment of minority groups.

Fairness

Learning Fair and Interpretable Representations via Linear Orthogonalization

1 code implementation28 Oct 2019 Yuzi He, Keith Burghardt, Kristina Lerman

To reduce human error and prejudice, many high-stakes decisions have been turned over to machine algorithms.

Fairness

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