Convergence of alternating minimisation algorithms for dictionary learning

Simon Ruetz, Karin Schnass

In this paper we derive sufficient conditions for the convergence of two popular alternating minimisation algorithms for dictionary learning - the Method of Optimal Directions (MOD…