A Second Order Algorithm for MCP Regularized Optimization

In this article, we provide two optimal property of MCP regularization optimization. One shows that the support set of a local minimizer corresponds to linearly independent columns of $A$ , the other provides two sufficient conditions for a stationary point to be a local minimizer point. An active s... View More