Asynchronous Federated Stochastic Optimization for Heterogeneous Objectives Under Arbitrary Delays

Charikleia Iakovidou, Kibaek Kim

Federated learning (FL) was recently proposed to securely train models with data held over multiple locations (``clients'') under the coordination of a central server. Prolonged tr…