Federated Learning of Binary Neural Networks: Enabling Low-Cost Inference

Nitin Priyadarshini Shankar, Soham Lahiri, Sheetal Kalyani +1

Federated Learning (FL) preserves privacy by distributing training across devices. However, using DNNs is computationally intensive at the low-powered edge during inference. Edge d…