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Caroso 1 | PDF | Machine Learning | Algorithms
(DCE). In this paper, we propose a fast distributed SGD algorithm named FDSGD for matrix factorization, which can run efficiently in DCE. This algorithm solves data sharing problem based on …
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[PDF] Large-scale matrix factorization with distributed stochastic ...
Aug 21, 2011 · This paper proposes a fast distributed SGD algorithm named FDSGD for matrix factorization, which can run efficiently in DCE and solves data sharing problem based on …
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A Fast Distributed Stochastic Gradient Descent Algorithm for Matrix ...
However, as a sequential approach, SGD algorithm cannot directly be used in the Distributed Cluster Environment (DCE). In this paper, we propose a fast distributed SGD algorithm named FDSGD for …