Revisiting $L_q(0\le q<1)$ Norm Regularized Optimization

Shenglong Zhou, Xianchao Xiu, Yingnan Wang +1

Sparse optimization has seen its advances in recent decades. For scenarios where the true sparsity is unknown, regularization turns out to be a promising solution. Two popular non-…