On the Identifiability of Overcomplete Dictionaries via the Minimisation Principle Underlying K-SVD

Karin Schnass

This article gives theoretical insights into the performance of K-SVD, a dictionary learning algorithm that has gained significant popularity in practical applications. The particu…