Single-shot Hyper-parameter Optimization for Federated Learning: A General Algorithm & Analysis

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), a gener…