$L_{1/2}$ Regularization: Convergence of Iterative Half Thresholding Algorithm

Jinshan Zeng, Shaobo Lin, Yao Wang +1

In recent studies on sparse modeling, the nonconvex regularization approaches (particularly, $L_q$ regularization with $q\in (0,1)$) have been demonstrated to possess capability o…