Precise Error Analysis of the LASSO under Correlated Designs

Ayed M. Alrashdi, Houssem Sifaou, Abla Kammoun +2

In this paper, we consider the problem of recovering a sparse signal from noisy linear measurements using the so called LASSO formulation. We assume a correlated Gaussian design ma…