PPD: A Scalable and Efficient Parallel Primal-Dual Coordinate Descent Algorithm
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DOI: 10.1109/tkde.2020.3000905
Abstract: Dual Coordinate Descent (DCD) is one of the most popular optimization methods. The parallelization of DCD is difficult, as DCD is sequential in nature. As such, simultaneously running multiple DCD threads on batches of data… read more here.
Keywords: ppd; coordinate descent; parallel primal; primal dual ... See more keywords