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Optimal stochastic and distributed algorithms for machine learning
(Georgia Institute of Technology, 2013-07-08)
Stochastic and data-distributed optimization algorithms have received lots of attention from the machine learning community due to the tremendous demand from the large-scale learning and the big-data related optimization. ...