Matrix Eigen-decomposition via Doubly Stochastic Riemannian Optimization

Zhiqiang Xu, Peilin Zhao, Jianneng Cao, Xiaoli Li

Abstract: Matrix eigen-decomposition is a classic and long-standing problem that plays a fundamental role in scientific computing and machine learning. Despite some existing algorithms for this inherently no...