PCA by Determinant Optimization has no Spurious Local Optima

Raphael A. Hauser, Armin Eftekhari, Heinrich F. Matzinger

Principal component analysis (PCA) is an indispensable tool in many learning tasks that finds the best linear representation for data. Classically, principal components of a datase…