Bundle Method Sketching for Low Rank Semidefinite Programming

11 Nov 2019Lijun DingBenjamin Grimmer

In this paper, we show that the bundle method can be applied to solve semidefinite programming problems with a low rank solution without ever constructing a full matrix. To accomplish this, we use recent results from randomly sketching matrix optimization problems and from the analysis of bundle methods... (read more)

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