Practical Compositional Fairness: Understanding Fairness in Multi-Task ML Systems. - Xuezhi Wang 002; Nithum Thain; Anu Sinha; Ed H. Chi; Jilin Chen; Alex Beutel (CoRR, 2019)

Practical Compositional Fairness: Understanding Fairness in Multi-Component Recommender Systems. - Xuezhi Wang 002; Nithum Thain; Anu Sinha; Flavien Prost; Ed H. Chi; Jilin Chen; Alex Beutel (WSDM, 2021)