Data Heterogeneity and Forgotten Labels in Split Federated Learning

Joana Tirana, Dimitra Tsigkari, David Solans Noguero +1

In Split Federated Learning (SFL), the clients collaboratively train a model with the help of a server by splitting the model into two parts. Part-1 is trained locally at each clie…