Penalty Decomposition Methods for Rank Minimization

NeurIPS 2011 Yong ZhangZhaosong Lu

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 as lower dimensional vector optimization problems... (read more)

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