2 citations · 3 across the 2 of their papers we have counts for
2 papers
cs.SE2024★ 1 cited
FairLay-ML: Intuitive Debugging of Fairness in Data-Driven Social-Critical Software
Normen Yu, Luciana Carreon, Gang Tan +1
Data-driven software solutions have significantly been used in critical domains with significant socio-economic, legal, and ethical implications. The rapid adoptions of data-driven…
cs.LG2023★ 2 cited
FairLay-ML: Intuitive Remedies for Unfairness in Data-Driven Social-Critical Algorithms
Normen Yu, Gang Tan, Saeid Tizpaz-Niari
This thesis explores open-sourced machine learning (ML) model explanation tools to understand whether these tools can allow a layman to visualize, understand, and suggest intuitive…