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…