Riemannian gradient and Levi-Civita connection for fixed-rank matrices

Abstract

We provide formulas for Riemannian gradient and Levi-Civita connection for a family of metrics on fixed-rank matrix manifolds, based on nonconstant metrics on Stiefel manifolds.