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中国科学院数学与系统科学研究院机构知识库
KMS Of Academy of mathematics and systems sciences, CAS
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Distributed optimisation approach to least-squares solution of Sylvester equations
期刊论文
IET CONTROL THEORY AND APPLICATIONS, 2020, 卷号: 14, 期号: 18, 页码: 2968-2976
Authors:
Deng, Wen
;
Zeng, Xianlin
;
Hong, Yiguang
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Submit date:2021/01/14
least squares approximations
distributed control
stability
distributed algorithms
continuous time systems
matrix algebra
convex programming
multi-robot systems
convex optimisation
distributed optimisation approach
least-squares solution
Sylvester equations
distributed algorithms
multiagent network
problem setup
interconnected system
local information
data matrices
neighbour agents
continuous-time algorithms
optimisation problem
Prediction of enhancer–promoter interactions using the cross-cell type information and domain adversarial neural network
期刊论文
BMC Bioinformatics, 2020, 卷号: 21, 期号: 1
Authors:
Jing,Fang
;
Zhang,Shao-Wu
;
Zhang,Shihua
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Submit date:2021/01/14
Enhancer–promoter interactions
Cell line
Convolutional neural network
Transfer learning
Gradient reversal layer
Prediction of enhancer-promoter interactions using the cross-cell type information and domain adversarial neural network
期刊论文
BMC BIOINFORMATICS, 2020, 卷号: 21, 期号: 1, 页码: 16
Authors:
Jing, Fang
;
Zhang, Shao-Wu
;
Zhang, Shihua
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Submit date:2021/01/14
Enhancer–
promoter interactions
Cell line
Convolutional neural network
Transfer learning
Gradient reversal layer
An Adaptive Surrogate Modeling Based on Deep Neural Networks for Large-Scale Bayesian Inverse Problems
期刊论文
COMMUNICATIONS IN COMPUTATIONAL PHYSICS, 2020, 卷号: 28, 期号: 5, 页码: 2180-2205
Authors:
Yan, Liang
;
Zhou, Tao
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Submit date:2021/01/14
Bayesian inverse problems
deep neural networks
multi-fidelity surrogate modeling
Markov chain Monte Carlo
Nonlinear self-dual network equations: modulation instability, interactions of higher-order discrete vector rational solitons and dynamical behaviours
期刊论文
PROCEEDINGS OF THE ROYAL SOCIETY A-MATHEMATICAL PHYSICAL AND ENGINEERING SCIENCES, 2020, 卷号: 476, 期号: 2242, 页码: 22
Authors:
Wen, Xiao-Yong
;
Yan, Zhenya
;
Zhang, Guoqiang
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Submit date:2021/01/14
nonlinear self-dual network equations
modulation instability
generalized perturbation Darboux transformation
rational solitons
stability
A survey on network node ranking algorithms: Representative methods, extensions, and applications
期刊论文
SCIENCE CHINA-TECHNOLOGICAL SCIENCES, 2020, 页码: 11
Authors:
Liu, JiaQi
;
Li, XueRong
;
Dong, JiChang
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Submit date:2021/01/14
complex networks
node ranking methods
PageRank
HITS
algorithms
NeuralEE: A GPU-Accelerated Elastic Embedding Dimensionality Reduction Method for Visualizing Large-Scale scRNA-Seq Data
期刊论文
FRONTIERS IN GENETICS, 2020, 卷号: 11, 页码: 8
Authors:
Xiong, Jiankang
;
Gong, Fuzhou
;
Wan, Lin
;
Ma, Liang
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Submit date:2021/01/14
single-cell RNA sequencing
elastic embedding
neural networks
large-scale
stochastic optimization
parametric models
generalizable models
Air pollution emissions from Chinese power plants based on the continuous emission monitoring systems network
期刊论文
SCIENTIFIC DATA, 2020, 卷号: 7, 期号: 1, 页码: 10
Authors:
Tang, Ling
;
Xue, Xiaoda
;
Qu, Jiabao
;
Mi, Zhifu
;
Bo, Xin
;
Chang, Xiangyu
;
Wang, Shouyang
;
Li, Shibei
;
Cui, Weigeng
;
Dong, Guangxia
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Submit date:2021/01/14
Real-Time Facial Pose Estimation and Tracking by Coarse-to-Fine Iterative Optimization
期刊论文
TSINGHUA SCIENCE AND TECHNOLOGY, 2020, 卷号: 25, 期号: 5, 页码: 690-700
Authors:
Yang, Xiaolong
;
Jia, Xiaohong
;
Yuan, Mengke
;
Yan, Dong-Ming
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Submit date:2020/09/23
facial pose recognition
facial pose estimation
real-time tracking
Quantifying the generalization error in deep learning in terms of data distribution and neural network smoothness
期刊论文
NEURAL NETWORKS, 2020, 卷号: 130, 页码: 85-99
Authors:
Jin, Pengzhan
;
Lu, Lu
;
Tang, Yifa
;
Karniadakis, George Em
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Submit date:2021/01/14
Neural networks
Generalization error
Learnability
Data distribution
Cover complexity
Neural network smoothness