The Impact of Data Distribution on Fairness and Robustness in Federated Learning

Mustafa Safa Ozdayi, Murat Kantarcioglu

Federated Learning (FL) is a distributed machine learning protocol that allows a set of agents to collaboratively train a model without sharing their datasets. This makes FL partic…