A Decomposition Framework for Certifiably Optimal Orthogonal Sparse PCA

Difei Cheng, Qiao Hu

Sparse Principal Component Analysis (SPCA) is an important technique for high-dimensional data analysis, improving interpretability by imposing sparsity on principal components. Ho…