Quotient geometry with simple geodesics for the manifold of fixed-rank positive-semidefinite matrices

This paper explores the well-known identification of the manifold of rank $p$ positive-semidefinite matrices of size $n$ with the quotient of the set of full-rank $n$-by-$p$ matrices by the orthogo...