Distributed Learning for Principle Eigenspaces without Moment Constraints

Yong He, Zichen Liu, Yalin Wang

Distributed Principal Component Analysis (PCA) has been studied to deal with the case when data are stored across multiple machines and communication cost or privacy concerns prohi…