Orthogonal Sparse PCA and Covariance Estimation via Procrustes Reformulation

Konstantinos Benidis, Ying Sun, Prabhu Babu +1

The problem of estimating sparse eigenvectors of a symmetric matrix attracts a lot of attention in many applications, especially those with high dimensional data set. While classic…