Distributed Optimization and Statistical Learning via the Alternating Direction Method of Multipliers
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Many problems of recent interest in statistics and machine learning can be posed in the framework of convex optimization. Due to the explosion in size and complexity of modern datasets, it is increasingly important to be...
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