Federated PCA and Estimation for Spiked Covariance Matrices: Optimal Rates and Efficient Algorithm

Jingyang Li, T. Tony Cai, Dong Xia +1

Federated Learning (FL) has gained significant recent attention in machine learning for its enhanced privacy and data security, making it indispensable in fields such as healthcare…