The phase diagram of compressed sensing with ${\ell }_0$-norm regularization

Damien Barbier, Carlo Lucibello, Luca Saglietti +2

Noiseless compressive sensing is a two-steps setting that allows for undersampling a sparse signal and then reconstructing it without loss of information. The LASSO algorithm, base…