Federated Learning for Non-IID Data via Client Variance Reduction and Adaptive Server Update

Hiep Nguyen, Lam Phan, Harikrishna Warrier +1

Federated learning (FL) is an emerging technique used to collaboratively train a global machine learning model while keeping the data localized on the user devices. The main obstac…