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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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应用数学研究所 [29]
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章祥荪 [7]
胡旭东 [6]
张世华 [3]
王勇 [3]
丁超 [3]
闫桂英 [2]
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A semismooth Newton based augmented Lagrangian method for nonsmooth optimization on matrix manifolds
期刊论文
MATHEMATICAL PROGRAMMING, 2022, 页码: 61
作者:
Zhou, Yuhao
;
Bao, Chenglong
;
Ding, Chao
;
Zhu, Jun
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  |  
浏览/下载:68/0
  |  
提交时间:2023/02/07
Nonsmooth manifold optimization
Semismooth Newton method
Augmented Lagrangian method
Riemannian manifold
Adversarial Information Bottleneck
期刊论文
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2022, 页码: 10
作者:
Zhai, Penglong
;
Zhang, Shihua
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  |  
浏览/下载:56/0
  |  
提交时间:2023/02/07
Robustness
Optimization
Mutual information
Deep learning
Perturbation methods
Training
Task analysis
Adversarial robustness
deep learning
hyperparameter selection
information bottleneck (IB)
hDirect-MAP: projection-free single-cell modeling of response to checkpoint immunotherapy
期刊论文
BRIEFINGS IN BIOINFORMATICS, 2022, 卷号: 23, 期号: 2, 页码: 16
作者:
Lu, Yong
;
Xue, Gang
;
Zheng, Ningbo
;
Han, Kun
;
Yang, Wenzhong
;
Wang, Rui-Sheng
;
Wu, Lingyun
;
Miller, Lance D.
;
Pardee, Timothy
;
Triozzi, Pierre L.
;
Lo, Hui-Wen
;
Watabe, Kounosuke
;
Wong, Stephen T. C.
;
Pasche, Boris C.
;
Zhang, Wei
;
Jin, Guangxu
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  |  
浏览/下载:128/0
  |  
提交时间:2023/02/07
single-cell RNA sequencing (scRNA-seq)
single-cell mass cytometry (CyTOF)
Pareto optimization
projection-free single-cell modeling
response to immune checkpoint blockade
A Comprehensive Survey on Community Detection With Deep Learning
期刊论文
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2022, 页码: 21
作者:
Su, Xing
;
Xue, Shan
;
Liu, Fanzhen
;
Wu, Jia
;
Yang, Jian
;
Zhou, Chuan
;
Hu, Wenbin
;
Paris, Cecile
;
Nepal, Surya
;
Jin, Di
;
Sheng, Quan Z.
;
Yu, Philip S.
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  |  
浏览/下载:148/0
  |  
提交时间:2022/04/29
Deep learning
Taxonomy
Optimization
Partitioning algorithms
Clustering algorithms
Social networking (online)
Peer-to-peer computing
Community detection
deep learning
graph neural network
network representation
social networks
One-Shot Neural Architecture Search: Maximising Diversity to Overcome Catastrophic Forgetting
期刊论文
IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE, 2021, 卷号: 43, 期号: 9, 页码: 2921-2935
作者:
Zhang, Miao
;
Li, Huiqi
;
Pan, Shirui
;
Chang, Xiaojun
;
Zhou, Chuan
;
Ge, Zongyuan
;
Su, Steven
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  |  
浏览/下载:165/0
  |  
提交时间:2021/10/26
Computer architecture
Training
Optimization
Neural networks
Search methods
Australia
Germanium
AutoML
neural architecture search
continual learning
catastrophic forgetting
novelty search
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
作者:
Xiong, Jiankang
;
Gong, Fuzhou
;
Wan, Lin
;
Ma, Liang
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  |  
浏览/下载:183/0
  |  
提交时间:2021/01/14
single-cell RNA sequencing
elastic embedding
neural networks
large-scale
stochastic optimization
parametric models
generalizable models
ELF: Extract Landmark Features By Optimizing Topology Maintenance, Redundancy, and Specificity
期刊论文
IEEE-ACM TRANSACTIONS ON COMPUTATIONAL BIOLOGY AND BIOINFORMATICS, 2020, 卷号: 17, 期号: 2, 页码: 411-421
作者:
Feng, Zhan-Ying
;
Wang, Yong
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  |  
浏览/下载:190/0
  |  
提交时间:2020/05/24
Feature extraction
Topology
Ground penetrating radar
Geophysical measurement techniques
Redundancy
Maintenance engineering
Manganese
Feature selection
topology maintenance
optimization
single cell
Brief Survey of Biological Network Alignment and a Variant with Incorporation of Functional Annotations
期刊论文
CURRENT BIOINFORMATICS, 2019, 卷号: 14, 期号: 1, 页码: 4-10
作者:
Jing, Fang
;
Zhang, Shao-Wu
;
Zhang, Shihua
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  |  
浏览/下载:183/0
  |  
提交时间:2019/04/02
Biological network
network alignment
gene ontology
alignment graph
optimization
Hybrid method to solve HP model on 3D lattice and to probe protein stability upon amino acid mutations
期刊论文
BMC SYSTEMS BIOLOGY, 2017, 卷号: 11, 页码: 13
作者:
Guo, Yuzhen
;
Tao, Fengying
;
Wu, Zikai
;
Wang, Yong
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  |  
浏览/下载:162/0
  |  
提交时间:2018/07/30
Protein structure prediction
HP model
3D lattice
Particle swarm optimization
Protein stability
Convex optimization learning of faithful Euclidean distance representations in nonlinear dimensionality reduction
期刊论文
MATHEMATICAL PROGRAMMING, 2017, 卷号: 164, 期号: 1-2, 页码: 341-381
作者:
Ding, Chao
;
Qi, Hou-Duo
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  |  
浏览/下载:169/0
  |  
提交时间:2018/07/30
Euclidean distance matrix
Convex matrix optimization
Multidimensional scaling
Nonlinear dimensionality reduction
Low-rank matrix
Error bounds
Random graph models