Geoff V. Merrett

FedTMOS: Efficient One-Shot Federated Learning with Tsetlin Machine

One-Shot Federated Learning (OFL) is a promising approach that reduce communication to a single round, minimizing latency and resource consumption. However, existing OFL methods often rely on Knowledge Distillation, which introduce server-side training, increasing latency. While neuron matching and…