FL-NTK: A Neural Tangent Kernel-based Framework for Federated Learning Convergence Analysis

Baihe Huang, Xiaoxiao Li, Zhao Song +1

Federated Learning (FL) is an emerging learning scheme that allows different distributed clients to train deep neural networks together without data sharing. Neural networks have b…