When Cyclic Coordinate Descent Outperforms Randomized Coordinate Descent Mert Gürbüzbalaban, Asuman Ozdaglar, Pablo A. Parrilo

Neural Information Processing Systems 

The coordinate descent (CD) method is a classical optimization algorithm that has seen a revival of interest because of its competitive performance in machine learning applications.

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