EPIC: a provable accelerated Eigensolver based on Preconditioning and Implicit Convexity

Nian Shao, Wenbin Chen, Zhaojun Bai

This paper is concerned with the extraction of the smallest eigenvalue and the corresponding eigenvector of a symmetric positive definite matrix pencil. We reveal implicit convexit…