Sparse PCA from Sparse Linear Regression

Guy Bresler, Sung Min Park, Madalina Persu

Sparse Principal Component Analysis (SPCA) and Sparse Linear Regression (SLR) have a wide range of applications and have attracted a tremendous amount of attention in the last two…