Optimization without Retraction on the Random Generalized Stiefel Manifold

Simon Vary, Pierre Ablin, Bin Gao +1

Optimization over the set of matrices $X$ that satisfy $X^{\top }BX=I_p$, referred to as the generalized Stiefel manifold, appears in many applications involving sampled covarianc…