深度神经网络的训练优化方法研究

使用强化学习优化深度神经网络的决策策略 #生活技巧# #学习技巧# #深度学习技巧#

[1] FU Qiang,HU Shang-Xu,ZHAO Sheng-ying.Clustering-based selective neural network ensemble[J].浙江大学学报A（英文版）.2005,(5).

[2] Qunyong Yuan,Nanfeng Xiao.Scaling-Based Weight Normalization for Deep Neural Networks[J].IEEE Access.2019.77286-7295.DOI:10.1109/ACCESS.2018.2890373 .

[3] Bottou, Leon,Curtis, Frank E.,Nocedal, Jorge.Optimization Methods for Large-Scale Machine Learning[J].SIAM Review.2018,60(2).223-311.DOI:10.1137/16M1080173 .

[4] Le Roux, Nicolas,Bach, Francis,Schmidt, Mark.Minimizing finite sums with the stochastic average gradient[J].Mathematical Programming.2017,162(1).

[5] Mnih, Volodymyr,Kavukcuoglu, Koray,Silver, David,等.Human-level control through deep reinforcement learning[J].Nature.2015,518(Feb.26 TN.7540).529-a3.DOI:10.1038/nature14236 .

[6] Srivastava, Nitish,Hinton, Geoffrey,Krizhevsky, Alex,等.Dropout: A Simple Way to Prevent Neural Networks from Overfitting.[J].Journal of Machine Learning Research.2014,15(6).1929-1958.

[7] Pierre Baldi,ZhiqinLu.Complex-valued autoencoders[J].Neural Networks: The Official Journal of the International Neural Network Society.2012,33(Sep.).

[8] Lan, G..An optimal method for stochastic composite optimization[J].Mathematical Programming.2012,133(1/2).365-397.DOI:10.1007/s10107-010-0434-y .

[9] 佚名.Classifiers selection for ensemble learning based on accuracy and diversity[J].Procedia Engineering.2011,15(1).4266-4270.DOI:10.1016/j.proeng.2011.08.800 .

[10] Duchi, John,Hazan, Elad,Singer, Yoram.Adaptive Subgradient Methods for Online Learning and Stochastic Optimization.[J].Journal of Machine Learning Research.2011,12(7).2121-2159.

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