Ben Liang

Uplink Over-the-Air Aggregation for Multi-Model Wireless Federated Learning

2024

We propose an uplink over-the-air aggregation (OAA) method for wireless federated learning (FL) that simultaneously trains multiple models. To maximize the multi-model training convergence rate, we derive an upper bound on the optimality gap of …