An Alternating Manifold Proximal Gradient Method for Sparse PCA and Sparse CCA

Shixiang Chen, Shiqian Ma, Lingzhou Xue +1

Sparse principal component analysis (PCA) and sparse canonical correlation analysis (CCA) are two essential techniques from high-dimensional statistics and machine learning for ana…