Cauchy robust principal component analysis with applications to high-deimensional data sets

Ayisha Fayomi, Yannis Pantazis, Michail Tsagris +1

Principal component analysis (PCA) is a standard dimensionality reduction technique used in various research and applied fields. From an algorithmic point of view, classical PCA ca…