Exact and Approximation Algorithms for Sparse PCA

Yongchun Li, Weijun Xie

Sparse PCA (SPCA) is a fundamental model in machine learning and data analytics, which has witnessed a variety of application areas such as finance, manufacturing, biology, healthc…