Quentin Laborde

Graph Local-Smooth Dictionary Learning

In this work, we leverage recent graph uncertainty principles to introduce a new dictionary learning method on graphs. Our method considers two distinct classes of atoms, spatially local atoms on the graph, and smooth atoms, together with well suited penalty functions. Notably, the consideration of…