A Unified Framework for Solving a General Class of Nonconvexly Regularized Convex Models

Yi Zhang, Isao Yamada

Recently, several nonconvex sparse regularizers which can preserve the convexity of the cost function have received increasing attention. This paper proposes a general class of suc…