Improving Fairness via Federated Learning

Yuchen Zeng, Hongxu Chen, Kangwook Lee

Recently, lots of algorithms have been proposed for learning a fair classifier from decentralized data. However, many theoretical and algorithmic questions remain open. First, is f…