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    Null space conditions and thresholds for rank minimization

    Minimizing the rank of a matrix subject to constraints is a challenging problem that arises in many applications in machine learning, control theory, and discrete geometry. This class of optimization problems,...

    Benjamin Recht, Weiyu Xu, Babak Hassibi in Mathematical Programming (2011)