Hedging parameter selection for basis pursuit

Stephane Chretien, Alex Gibberd, Sandipan Roy

In Compressed Sensing and high dimensional estimation, signal recovery often relies on sparsity assumptions and estimation is performed via ${\ell }_1$-penalized least-squares optimiz…