Riemannian Inexact Gradient Descent for Quadratic Discrimination

Uday Talwar, Meredith K. Kupinski, Afrooz Jalilzadeh

We propose an inexact optimization algorithm on Riemannian manifolds, motivated by quadratic discrimination tasks in high-dimensional, low-sample-size (HDLSS) imaging settings. In…