SplitFedZip: Learned Compression for Data Transfer Reduction in Split-Federated Learning

Chamani Shiranthika, Hadi Hadizadeh, Parvaneh Saeedi +1

Federated Learning (FL) enables multiple clients to train a collaborative model without sharing their local data. Split Learning (SL) allows a model to be trained in a split manner…