A Data-Driven Line Search Rule for Support Recovery in High-dimensional Data Analysis

Peili Li, Yuling Jiao, Xiliang Lu +1

In this work, we consider the algorithm to the (nonlinear) regression problems with ${\ell }_0$ penalty. The existing algorithms for ${\ell }_0$ based optimization problem are often carr…