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Penalty Decomposition Methods for Rank Minimization
rank minimization penalty decomposition methods matrix completion
2010/10/21
In this paper we consider general rank minimization problems with rank appearing in either objective function or constraint. We first show that a class of matrix optimization problems can be solved a...