In this paper, we present a retraction-based Riemannian BFGS approach
(RBFGS). Of particular interest is the choice of transport used to move in-
formation between tangent spaces and the different ways of implementing
the RBFGS algorithm. We consider parallel translation along a geodesic and
vector transport by projection on the unit sphere and the compact Stiefel
manifold.