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Convergence of Stochastic Gradient Descent in Deep Neural Network |
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| Authors: | Zhou Bai-cun Han Cong-ying Guo Tian-de |
| Affiliation: | 1.School of Mathematical Sciences, University of Chinese Academy of Sciences, Beijing, 100049, China ;2.Key Laboratory of Big Data Mining and Knowledge Management, Chinese Academy of Sciences, Beijing, 100190, China ; |
| Abstract: | Acta Mathematicae Applicatae Sinica, English Series - Stochastic gradient descent (SGD) is one of the most common optimization algorithms used in pattern recognition and machine learning. This... |
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