Local stability and robustness of sparse dictionary learning in the presence of noise

Rodolphe Jenatton, Rémi Gribonval, Francis Bach

A popular approach within the signal processing and machine learning communities consists in modelling signals as sparse linear combinations of atoms selected from a learned dictio…