Learning Feature Sparse Principal Components

Lai Tian, Feiping Nie, Xuelong Li

This paper presents new algorithms to solve the feature-sparsity constrained PCA problem (FSPCA), which performs feature selection and PCA simultaneously. Existing optimization met…