Primal-Dual Stochastic Subgradient Method For Log-Determinant Optimization

The log-determinant optimization problem with general matrix constraints arises in many applications. The log-determinant term hampers the scalability of existing methods. This paper proposes a highly efficient stochastic method that has time complexity O
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