Sparse Graphical Modelling via the Sorted L${}_1$-Norm

Riccardo Riccobello, Malgorzata Bogdan, Giovanni Bonaccolto +3

Sparse graphical modelling has attained widespread attention across various academic fields. We propose two new graphical model approaches, Gslope and Tslope, which provide sparse…