Sparse Generalized Eigenvalue Problem via Smooth Optimization

Junxiao Song, Prabhu Babu, Daniel P. Palomar

In this paper, we consider an ${\ell }_0$-norm penalized formulation of the generalized eigenvalue problem (GEP), aimed at extracting the leading sparse generalized eigenvector of a…