机构

• 数学与系统科学研究院 [3]
• 计算技术研究所 [2]
• 自动化研究所 [1]
• 重庆绿色智能技术研究... [1]

采集方式

• OAI收割 [7]

内容类型

• 期刊论文 [7]

发表日期

• 2024 [1]
• 2022 [2]
• 2020 [1]
• 2019 [2]
• 2018 [1]

学科主题

筛选

浏览/检索结果: 共7条，第1-7条 帮助 条数/页： 5101520253035404550556065707580859095100 排序方式： 请选择题名升序题名降序提交时间升序提交时间降序作者升序作者降序发表日期升序发表日期降序 Sketch-fusion: A gradient compression method with multi-layer fusion for communication-efficient distributed training 期刊论文  OAI收割 JOURNAL OF PARALLEL AND DISTRIBUTED COMPUTING, 2024, 卷号: 185, 页码: 10 作者:  Dai, Lingfei;  Gong, Luqi;  An, Zhulin;  Xu, Yongjun;  Diao, Boyu   |  收藏  |  浏览/下载：18/0  |  提交时间：2024/05/20 Gradient compression  Multi-layer fusion  Distributed stochastic gradient descent  Deep learning training   Large-Scale and Scalable Latent Factor Analysis via Distributed Alternative Stochastic Gradient Descent for Recommender Systems 期刊论文  OAI收割 IEEE TRANSACTIONS ON BIG DATA, 2022, 卷号: 8, 期号: 2, 页码: 420-431 作者:  Shi, Xiaoyu;  He, Qiang;  Luo, Xin;  Bai, Yanan;  Shang, Mingsheng   |  收藏  |  浏览/下载：33/0  |  提交时间：2022/08/22 Recommender systems  Training  Optimization  Big Data  Cloud computing  Computational modeling  Sparse matrices  Recommender system  latent factor analysis  high-dimensional and sparse matrices  alternative stochastic gradient descent  distributed computing   A Primal-Dual SGD Algorithm for Distributed Nonconvex Optimization 期刊论文  OAI收割 IEEE/CAA Journal of Automatica Sinica, 2022, 卷号: 9, 期号: 5, 页码: 812-833 作者:  Xinlei Yi;  Shengjun Zhang;  Tao Yang;  Tianyou Chai;  Karl Henrik Johansson   |  收藏  |  浏览/下载：23/0  |  提交时间：2022/04/24 Distributed nonconvex optimization  linear speedup  Polyak-Łojasiewicz (P-Ł) condition  primal-dual algorithm  stochastic gradient descent   Distributed stochastic mirror descent algorithm for resource allocation problem 期刊论文  OAI收割 Control Theory and Technology, 2020, 卷号: 18, 期号: 4, 页码: 339-347 作者:  Wang Yinghui;  Tu Zhipeng;  Qin Huashu   |  收藏  |  浏览/下载：15/0  |  提交时间：2021/04/26 Distributed  Resource allocation problem  Stochastic gradient  Mirror descent   OptQuant: Distributed training of neural networks with optimized quantization mechanisms 期刊论文  OAI收割 NEUROCOMPUTING, 2019, 卷号: 340, 页码: 233-244 作者:  He, Li;  Zheng, Shuxin;  Chen, Wei;  Ma, Zhi-Ming;  Liu, Tie-Yan   |  收藏  |  浏览/下载：35/0  |  提交时间：2019/12/13 Distributed machine learning  Deep learning  Stochastic gradient descent  Gradient quantization   Model Aggregation Method for Data Parallelism in Distributed Real-Time Machine Learning of Smart Sensing Equipment 期刊论文  OAI收割 IEEE ACCESS, 2019, 卷号: 7, 页码: 172065-172073 作者:  Fan, Yuchen;  Zhang, Jilin;  Zhao, Nailiang;  Ren, Yongjian;  Wan, Jian   |  收藏  |  浏览/下载：27/0  |  提交时间：2020/12/10 Distributed machine learning  stochastic gradient descent  model aggregation method  smart sensing equipment   Optimal distributed stochastic mirror descent for strongly convex optimization 期刊论文  OAI收割 AUTOMATICA, 2018, 卷号: 90, 页码: 196-203 作者:  Yuan, Deming;  Hong, Yiguang;  Ho, Daniel W. C.;  Jiang, Guoping   |  收藏  |  浏览/下载：15/0  |  提交时间：2018/07/30 Distributed stochastic optimization  Strong convexity  Non-Euclidean divergence  Mirror descent  Epoch gradient descent  Optimal convergence rate