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
数学与系统科学研究... [17]
光电技术研究所 [11]
自动化研究所 [8]
重庆绿色智能技术研究... [7]
计算技术研究所 [3]
成都山地灾害与环境研... [1]
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OAI收割 [50]
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期刊论文 [48]
会议论文 [1]
学位论文 [1]
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2024 [2]
2022 [5]
2021 [6]
2020 [6]
2019 [9]
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学科主题
Soil Scien... [1]
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Seasonal dynamics of soil microbiome in response to dry-wet alternation along the Jinsha River Dry-hot Valley
期刊论文
OAI收割
BMC MICROBIOLOGY, 2024, 卷号: 24, 期号: 1, 页码: 14
作者:
Jiang, Hao
;
Chen, Xiaoqing
;
Li, Yongping
;
Chen, Jiangang
;
Wei, Li
  |  
收藏
  |  
浏览/下载:3/0
  |  
提交时间:2025/01/06
Altitudinal gradient
Dry-hot valley
Mountain-valley breeze circulation
Seasonal dry-wet cycle
Stochastic process
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:17/0
  |  
提交时间:2024/05/20
Gradient compression
Multi-layer fusion
Distributed stochastic gradient descent
Deep learning training
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:41/0
  |  
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:30/0
  |  
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:31/0
  |  
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
Towards Better Generalization of Deep Neural Networks via Non-Typicality Sampling Scheme
期刊论文
OAI收割
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2022, 页码: 11
作者:
Peng, Xinyu
;
Wang, Fei-Yue
;
Li, Li
  |  
收藏
  |  
浏览/下载:28/0
  |  
提交时间:2022/06/06
Training
Estimation
Deep learning
Standards
Optimization
Noise measurement
Convergence
Deep learning
generalization performance
nontypicality sampling scheme
stochastic gradient descent (SGD)
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:21/0
  |  
提交时间:2022/04/24
Distributed nonconvex optimization
linear speedup
Polyak-Łojasiewicz (P-Ł) condition
primal-dual algorithm
stochastic gradient descent
A Minibatch Proximal Stochastic Recursive Gradient Algorithm Using a Trust-Region-Like Scheme and Barzilai-Borwein Stepsizes
期刊论文
OAI收割
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2021, 卷号: 32, 期号: 10, 页码: 4627-4638
作者:
Yu, Tengteng
  |  
收藏
  |  
浏览/下载:17/0
  |  
提交时间:2022/04/02
Convergence
Convex functions
Risk management
Gradient methods
Learning systems
Sun
Barzilai-Borwein (BB) method
empirical risk minimization (ERM)
proximal method
stochastic gradient
trust-region
Drill the Cork of Information Bottleneck by Inputting the Most Important Data
期刊论文
OAI收割
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2021, 页码: 13
作者:
Peng, Xinyu
;
Zhang, Jiawei
;
Wang, Fei-Yue
;
Li, Li
  |  
收藏
  |  
浏览/下载:14/0
  |  
提交时间:2022/01/27
Training
Signal to noise ratio
Mutual information
Optimization
Convergence
Deep learning
Tools
Information bottleneck (IB) theory
machine learning
minibatch stochastic gradient descent (SGD)
typicality sampling
A proportional-integral-derivative-incorporated stochastic gradient descent-based latent factor analysis model
期刊论文
OAI收割
NEUROCOMPUTING, 2021, 卷号: 427, 页码: 29-39
作者:
Li, Jinli
;
Yuan, Ye
;
Ruan, Tao
;
Chen, Jia
;
Luo, Xin
  |  
收藏
  |  
浏览/下载:21/0
  |  
提交时间:2021/03/17
Big data
Stochastic gradient descent
Proportional integral derivation
PID controller
High-dimensional and sparse matrix
Latent factor analysis