Federated Composite Optimization

Honglin Yuan, Manzil Zaheer, Sashank J. Reddi

Abstract: Federated Learning (FL) is a distributed learning paradigm that scales on-device learning collaboratively and privately. Standard FL algorithms such as FEDAVG are primarily geared towards smooth un...