Federated Fairness Analytics: Quantifying Fairness in Federated Learning

Oscar Dilley, Juan Marcelo Parra-Ullauri, Rasheed Hussain +1

Federated Learning (FL) is a privacy-enhancing technology for distributed ML. By training models locally and aggregating updates - a federation learns together, while bypassing cen…