Identifiability of Complete Dictionary Learning

Jérémy E. Cohen, Nicolas Gillis

Sparse component analysis (SCA), also known as complete dictionary learning, is the following problem: Given an input matrix $M$ and an integer $r$, find a dictionary $D$ with $r$…