Mechanistic Evidence for Preserved-but-Misaligned Representations in Non-IID FedAvg

Muhammad Haseeb, Salaar Masood, Muhammad Abdullah Sohail +2

The paper investigates why federated averaging (FedAvg) performs poorly on non‑IID client data, finding that client models retain useful internal representations but these become m…