Luca Saglietti

activity

20152026

most citedUnreasonable Effectiveness of Learning Neural Networks: From Accessible States and Robust Ensembles to Basic Algorithmic Schemes

149 citations · 453 across the 21 of their papers we have counts for

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2 papers · 1 filter

cs.IT2024★ 1 cited

The phase diagram of compressed sensing with $ℓ_{0}$ -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…

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…

The phase diagram of compressed sensing with ℓ0​-norm regularization

Compressed sensing with l0-norm: statistical physics analysis and algorithms for signal recovery

The phase diagram of compressed sensing with $ℓ_{0}$ -norm regularization