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浏览/检索结果: 共6条，第1-6条 帮助 限定条件 发表日期：2020     已选(0)清除 条数/页：5101520253035404550556065707580859095100   排序方式：请选择作者升序作者降序题名升序题名降序发表日期升序发表日期降序提交时间升序提交时间降序 WP-SGD: Weighted parallel SGD for distributed unbalanced-workload training system 期刊论文 JOURNAL OF PARALLEL AND DISTRIBUTED COMPUTING, 2020, 卷号: 145, 页码: 202-216 作者:  Cheng Daning;  Li Shigang;  Zhang Yunquan 收藏  |  浏览/下载：33/0  |  提交时间：2020/12/10 SGD  Unbalanced workload  SimuParallel SGD  Distributed system   Accelerating Minibatch Stochastic Gradient Descent Using Typicality Sampling 期刊论文 IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2020, 卷号: 31, 期号: 11, 页码: 4649-4659 作者:  Peng, Xinyu;  Li, Li;  Wang, Fei-Yue 收藏  |  浏览/下载：14/0  |  提交时间：2021/01/06 Training  Convergence  Approximation algorithms  Stochastic processes  Estimation  Optimization  Acceleration  Batch selection  machine learning  minibatch stochastic gradient descent (SGD)  speed of convergence   The Strength of Nesterov's Extrapolation in the Individual Convergence of Nonsmooth Optimization 期刊论文 IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2020, 卷号: 31, 期号: 7, 页码: 2557-2568 作者:  Tao, Wei;  Pan, Zhisong;  Wu, Gaowei;  Tao, Qing 收藏  |  浏览/下载：17/0  |  提交时间：2020/08/03 Convergence  Extrapolation  Optimization  Acceleration  Machine learning  Task analysis  Machine learning algorithms  Individual convergence  machine learning  Nesterov's extrapolation  nonsmooth optimization  sparsity   Primal Averaging: A New Gradient Evaluation Step to Attain the Optimal Individual Convergence 期刊论文 IEEE TRANSACTIONS ON CYBERNETICS, 2020, 卷号: 50, 期号: 2, 页码: 835-845 作者:  Tao, Wei;  Pan, Zhisong;  Wu, Gaowei;  Tao, Qing 收藏  |  浏览/下载：14/0  |  提交时间：2020/03/30 Convergence  Convex functions  Machine learning  Optimization methods  Linear programming  Cybernetics  Individual convergence  machine learning  mirror descent (MD) methods  regularized learning problems  stochastic gradient descent (SGD)  stochastic optimization   Rethinking the pid optimizer for stochastic optimization of deep networks 会议论文 London, United kingdom, July 6, 2020 - July 10, 2020 作者:  Shi, Lei;  Zhang, Yifan;  Wang, Wanguo;  Cheng, Jian;  Lu, Hanqing 收藏  |  浏览/下载：12/0  |  提交时间：2021/01/27 Soft Sensor Modeling of Key Effluent Parameters in Wastewater Treatment Process Based on SAE-NN 期刊论文 Journal of Control Science and Engineering, 2020, 卷号: 2020 作者:  Osman, Yousuf Babiker M.;  Osman, Yousuf Babiker M.;  Li, Wei;  Li, Wei 收藏  |  浏览/下载：2/0  |  提交时间：2020/11/14 Biochemical oxygen demand  Deep learning  Effluent treatment  Effluents  Genetic algorithms  Gradient methods  Learning systems  Parameter estimation  Reclamation  Sewage treatment plants  Stochastic systems  Real time measurements  Secondary variables  Soft sensor models  Stochastic gradient descent  Strong correlation  Wastewater treatment plants  Wastewater treatment process  Weight parameters