Landscape Correspondence of Empirical and Population Risks in the Eigendecomposition Problem

Shuang Li, Gongguo Tang, Michael B. Wakin

Spectral methods include a family of algorithms related to the eigenvectors of certain data-generated matrices. In this work, we are interested in studying the geometric landscape…