2015
K-medians clustering based ℓ1-PCA model
ICASSP 2015accepted
Principal Component Analysis (PCA) is one of the most widely used tools for the representation of high-dimensional data. Many different versions have been proposed to enhance the robustness of the model. Most of these ideas are not median based formulation, which is always a robust estimator in stat…