Minimax Estimation of Linear Functions of Eigenvectors in the Face of Small Eigen-Gaps

Gen Li, Changxiao Cai, H. Vincent Poor +1

Eigenvector perturbation analysis plays a vital role in various data science applications. A large body of prior works, however, focused on establishing ${\ell }_2$ eigenvector pert…