Normen Yu

FairLay-ML: Intuitive Remedies for Unfairness in Data-Driven Social-Critical Algorithms

2023 · arXiv (Cornell University)

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 remedies to unfairness in ML-based decision-support systems. Machine learning models …