Communication-Efficient Distributed PCA by Riemannian Optimization

Long-Kai Huang, Sinno Jialin Pan

Abstract: In this paper, we study the leading eigenvector problem in a statistically distributed setting and propose a communication-efficient algorithm based on Riemannian optimization, which trades local c...