Establishing Boundary KKT Convergence of Mirror Descent through Reparameterization

Kuangyu Ding, Kim-Chuan Toh

Sequence convergence to a boundary Karush--Kuhn--Tucker (KKT) point has long remained unclear for nonconvex mirror descent with Legendre kernels. The difficulty arises from the blo…