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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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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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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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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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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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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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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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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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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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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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Neural networks  Generalization error  Learnability  Data distribution  Cover complexity  Neural network smoothness