Block Coordinate Descent on Smooth Manifolds: Convergence Theory and Twenty-One Examples

Liangzu Peng, René Vidal

Block coordinate descent is an optimization paradigm that iteratively updates one block of variables at a time, making it quite amenable to big data applications due to its scalabi…