On the convergence of Block Majorization-Minimization algorithms on the Grassmann Manifold

Carlos Alejandro Lopez, Jaume Riba

The Majorization-Minimization (MM) framework is widely used to derive efficient algorithms for specific problems that require the optimization of a cost function (which can be conv…