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cs.IT2024★ 1 cited
The phase diagram of compressed sensing with -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…
cs.IT2023★ 3 cited
Compressed sensing with l0-norm: statistical physics analysis and algorithms for signal recovery
D. Barbier, C Lucibello, L. Saglietti +2
Noiseless compressive sensing is a protocol that enables undersampling and later recovery of a signal without loss of information. This compression is possible because the signal i…