FLoRA: Single-shot Hyper-parameter Optimization for Federated Learning

Yi Zhou, Parikshit Ram, Theodoros Salonidis +3

We address the relatively unexplored problem of hyper-parameter optimization (HPO) for federated learning (FL-HPO). We introduce Federated Loss suRface Aggregation (FLoRA), the fir…