Sanglu Lu

Federated Learning with Decoupled Probabilistic-Weighted Gradient Aggregation

2021

In the federated learning paradigm, multiple mobile clients train local models independently based on datasets generated by edge devices, and the server aggregates parameters/gradients from local models to form a global model. However, existing model …