Federated Independent Component Analysis via Spectral Alignment and Robust Aggregation

Dian Jin, Xin Bing, Yuqian Zhang

This paper studies robust estimation for Independent Component Analysis (ICA) in the federated learning setting, where data are locally distributed across clients and may exhibit s…