OmniFair: A Declarative System for Model-Agnostic Group Fairness in Machine Learning

Hantian Zhang, Xu Chu, Abolfazl Asudeh +1

Machine learning (ML) is increasingly being used to make decisions in our society. ML models, however, can be unfair to certain demographic groups (e.g., African Americans or femal…