most citedSchatten- Quasi-Norm Regularized Matrix Optimization via Iterative Reweighted Singular Value Minimization

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math.OC2014★ 12 cited

Schatten- Quasi-Norm Regularized Matrix Optimization via Iterative Reweighted Singular Value Minimization

Zhaosong Lu, Yong Zhang

In this paper we study general Schatten- quasi-norm (SPQN) regularized matrix minimization problems. In particular, we first introduce a class of first-order stationary points f…