Practical Compositional Fairness: Understanding Fairness in Multi-Component Recommender Systems

Xuezhi Wang, Nithum Thain, Anu Sinha +4

How can we build recommender systems to take into account fairness? Real-world recommender systems are often composed of multiple models, built by multiple teams. However, most res…