DPCA: Dimensionality Reduction for Discriminative Analytics of Multiple Large-Scale Datasets

Gang Wang, Jia Chen, Georgios B. Giannakis

Principal component analysis (PCA) has well-documented merits for data extraction and dimensionality reduction. PCA deals with a single dataset at a time, and it is challenged when…