Stochastic Gauss-Newton Algorithms for Online PCA

Siyun Zhou, Xin Liu, Liwei Xu

In this paper, we propose a stochastic Gauss-Newton (SGN) algorithm to study the online principal component analysis (OPCA) problem, which is formulated by using the symmetric low-…