Nonconvex and Nonsmooth Sparse Optimization via Adaptively Iterative Reweighted Methods

24 Oct 2018Hao WangFan ZhangQiong WuYaohua HuYuanming Shi

We present a general formulation of nonconvex and nonsmooth sparse optimization problems with a convexset constraint, which takes into account most existing types of nonconvex sparsity-inducing terms. It thus brings strong applicability to a wide range of applications... (read more)

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