A Fast deflation Method for Sparse Principal Component Analysis via Subspace Projections

Cong Xu, Min Yang, Jin Zhang

The implementation of conventional sparse principal component analysis (SPCA) on high-dimensional data sets has become a time consuming work. In this paper, a series of subspace pr…