Group Sparse Recovery via the ${\ell }^0({\ell }^2)$ Penalty: Theory and Algorithm

Yuling Jiao, Bangti Jin, Xiliang Lu

In this work we propose and analyze a novel approach for group sparse recovery. It is based on regularized least squares with an ${\ell }^0({\ell }^2)$ penalty, which penalizes the numbe…