A Successive Two-stage Method for Sparse Generalized Eigenvalue Problems

Qia Li, Jianmin Liao, Lixin Shen +1

The Sparse Generalized Eigenvalue Problem (sGEP), a pervasive challenge in statistical learning methods including sparse principal component analysis, sparse Fisher's discriminant…