arXiv:2510.01175 [cs.LG]AbstractReferencesReviewsResources Classifications Subjects Themes Keywords weight normalization, riemannian optimization achieves linear convergence, wn leverages overparameterization, understanding remains, standard methods Tags Journal Information Publisher Journal Year Month Volume Number Pages DOI URL Miscellaneous Typesetting Pages Language License Submit Reset