中国科学院机构知识库网格
Chinese Academy of Sciences Institutional Repositories Grid
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CAS IR Grid
机构
光电技术研究所 [75]
自动化研究所 [26]
长春光学精密机械与... [22]
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OAI收割 [172]
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期刊论文 [134]
会议论文 [27]
学位论文 [11]
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2024 [1]
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2020 [18]
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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:1/0
  |  
提交时间:2024/05/20
Gradient compression
Multi-layer fusion
Distributed stochastic gradient descent
Deep learning training
Byzantine-Resilient Federated Learning at Edge
期刊论文
OAI收割
IEEE TRANSACTIONS ON COMPUTERS, 2023, 卷号: 72, 期号: 9, 页码: 2600-2614
作者:
Tao, Youming
;
Cui, Sijia
;
Xu, Wenlu
;
Yin, Haofei
;
Yu, Dongxiao
  |  
收藏
  |  
浏览/下载:10/0
  |  
提交时间:2023/11/17
Byzantine resilience
communication efficiency
edge intelligent systems
federated learning
Phase control scheme of the coherent beam combining system for generating perfect vectorial vortex beams assisted by a Dammann vortex grating
期刊论文
OAI收割
OPTICS EXPRESS, 2023, 卷号: 31, 期号: 14, 页码: 22372-22384
作者:
Ju, Pei
;
Fan, Wenhui
;
Gao, Wei
;
Li, Zhe
;
Gao, Qi
  |  
收藏
  |  
浏览/下载:16/0
  |  
提交时间:2023/08/18
Distributed Momentum-Based Frank-Wolfe Algorithm for Stochastic Optimization
期刊论文
OAI收割
IEEE/CAA Journal of Automatica Sinica, 2023, 卷号: 10, 期号: 3, 页码: 685-699
作者:
Jie Hou
;
Xianlin Zeng
;
Gang Wang
;
Jian Sun
;
Jie Chen
  |  
收藏
  |  
浏览/下载:12/0
  |  
提交时间:2023/03/02
Distributed optimization
Frank-Wolfe (FW) algorithms
momentum-based method
stochastic optimization
Statistical mechanics of continual learning: Variational principle and mean-field potential
期刊论文
OAI收割
PHYSICAL REVIEW E, 2023, 卷号: 108, 期号: 1, 页码: 14309
作者:
Li, Chan
;
Huang, Zhenye
;
Zou, Wenxuan
;
Huang, Haiping
  |  
收藏
  |  
浏览/下载:4/0
  |  
提交时间:2023/12/07
NETWORKS
A Multilayered-and-Randomized Latent Factor Model for High-Dimensional and Sparse Matrices
期刊论文
OAI收割
IEEE TRANSACTIONS ON BIG DATA, 2022, 卷号: 8, 期号: 3, 页码: 784-794
作者:
Yuan, Ye
;
He, Qiang
;
Luo, Xin
;
Shang, Mingsheng
  |  
收藏
  |  
浏览/下载:28/0
  |  
提交时间:2022/08/22
Computational modeling
Sparse matrices
Big Data
Data models
Stochastic processes
Training
Software algorithms
Big data
latent factor analysis
generally multilayered structure
deep forest
multilayered extreme learning machine
randomized-learning
high-dimensional and sparse matrix
stochastic gradient descent
randomized model
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:20/0
  |  
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
Adjusted stochastic gradient descent for latent factor analysis
期刊论文
OAI收割
INFORMATION SCIENCES, 2022, 卷号: 588, 页码: 196-213
作者:
Li, Qing
;
Xiong, Diwen
;
Shang, Mingsheng
  |  
收藏
  |  
浏览/下载:13/0
  |  
提交时间:2022/08/22
Big data analysis
High-dimensional and incomplete matrix
Stochastic gradient descent
Latent factor analysis
Gradient adjustment
Adaptive model
Particle swarm optimization
Local optima
基于CNN-SPGD算法的相干光通信像差校正方法研究
期刊论文
OAI收割
光学精密工程, 2022, 卷号: 30, 期号: 06, 页码: 743-754
作者:
刘维
;
徐珺楠
;
金玳冉
;
石文孝
;
曹景太
  |  
收藏
  |  
浏览/下载:6/0
  |  
提交时间:2023/05/18
Momentum Acceleration in the Individual Convergence of Nonsmooth Convex Optimization With Constraints
期刊论文
OAI收割
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2022, 卷号: 33, 期号: 3, 页码: 1107-1118
作者:
Tao, Wei
;
Wu, Gao-Wei
;
Tao, Qing
  |  
收藏
  |  
浏览/下载:15/0
  |  
提交时间:2022/06/10
Heavy-ball (HB) methods
individual convergence
machine learning
momentum methods
nonsmooth optimization
sparsity