A Cyclic Coordinate Descent Algorithm for lq Regularization

Jinshan Zeng, Zhimin Peng, Shaobo Lin +1

In recent studies on sparse modeling, $l_q$ ($0<q<1$) regularization has received considerable attention due to its superiorities on sparsity-inducing and bias reduction over the $…