State-Dependent Lyapunov Method for Rank-1 Matrix Factorization
arXiv:2604.26993v1 Announce Type: cross
Abstract: We study gradient descent for rank-1 matrix factorization through a certificate-based viewpoint. The central object is a parameterized quadratic certificate $I(\delta;\,\cdot)$ whose level sets shrink …