Dictionary Identification - Sparse Matrix-Factorisation via ${\ell }_1$-Minimisation

Remi Gribonval, Karin Schnass

This article treats the problem of learning a dictionary providing sparse representations for a given signal class, via ${\ell }_1$-minimisation. The problem can also be seen as facto…