Learning Deep ${\ell }_0$ Encoders

Zhangyang Wang, Qing Ling, Thomas S. Huang

Despite its nonconvex nature, ${\ell }_0$ sparse approximation is desirable in many theoretical and application cases. We study the ${\ell }_0$ sparse approximation problem with the tool…