Peizhen Yang

FedGS: Federated Graph-Based Sampling with Arbitrary Client Availability

While federated learning has shown strong results in opti- mizing a machine learning model without direct access to the original data, its performance may be hindered by in- termittent client availability which slows down the conver- gence and biases the final learned model. There are significant ch…