Stochastic Variance Reduced Riemannian Eigensolver

Zhiqiang Xu, Yiping Ke

We study the stochastic Riemannian gradient algorithm for matrix eigen-decomposition. The state-of-the-art stochastic Riemannian algorithm requires the learning rate to decay to ze…