Precise Error Analysis of the ${\ell }_2$-LASSO

Christos Thrampoulidis, Ashkan Panahi, Daniel Guo +1

A classical problem that arises in numerous signal processing applications asks for the reconstruction of an unknown, $k$-sparse signal $x_0\in R^n$ from underdetermined, noisy, li…