Penalized Orthogonal Iteration for Sparse Estimation of Generalized Eigenvalue Problem

Sungkyu Jung, Jeongyoun Ahn, Yongho Jeon

We propose a new algorithm for sparse estimation of eigenvectors in generalized eigenvalue problems (GEP). The GEP arises in a number of modern data-analytic situations and statist…