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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 [51]
系统科学研究所 [2]
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王启华 [11]
张世华 [10]
孙六全 [5]
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Numerical computation of probabilities for nonlinear SDEs in high dimension using Kolmogorov equation br
期刊论文
APPLIED MATHEMATICS AND COMPUTATION, 2023, 卷号: 436, 页码: 17
作者:
Flandoli, Franco
;
Luo, Dejun
;
Ricci, Cristiano
收藏
  |  
浏览/下载:81/0
  |  
提交时间:2023/02/07
High dimensional Kolmogorov equation
Numerical solution
Iteration scheme
Gaussian process
Regularization by transport noises for 3D MHD equations
期刊论文
SCIENCE CHINA-MATHEMATICS, 2022, 页码: 20
作者:
Luo, Dejun
收藏
  |  
浏览/下载:63/0
  |  
提交时间:2023/02/07
magnetohydrodynamical equation
vorticity
well-posedness
regularization by noises
transport noise
A convex programming solution based debiased estimator for quantile with missing response and high-dimensional covariables
期刊论文
COMPUTATIONAL STATISTICS & DATA ANALYSIS, 2022, 卷号: 168, 页码: 14
作者:
Su, Miaomiao
;
Wang, Qihua
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  |  
浏览/下载:131/0
  |  
提交时间:2022/04/02
High dimensions
Missing at random
Marginal response quantile
Optimal weights
Selection probability function
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:137/0
  |  
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:153/0
  |  
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
Asset selection based on high frequency Sharpe ratio
期刊论文
JOURNAL OF ECONOMETRICS, 2022, 卷号: 227, 期号: 1, 页码: 168-188
作者:
Wang, Christina Dan
;
Chen, Zhao
;
Lian, Yimin
;
Chen, Min
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  |  
浏览/下载:174/0
  |  
提交时间:2022/04/29
Asset selection
High frequency Sharpe ratio
Ultrahigh dimensional
Serial correlation
Sure screening property
MIMIC: an optimization method to identify cell type-specific marker panel for cell sorting
期刊论文
BRIEFINGS IN BIOINFORMATICS, 2021, 卷号: 22, 期号: 6, 页码: 14
作者:
Zou, Meng
;
Duren, Zhana
;
Yuan, Qiuyue
;
Li, Henry
;
Hutchins, Andrew Paul
;
Wong, Wing Hung
;
Wang, Yong
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  |  
浏览/下载:159/0
  |  
提交时间:2022/04/02
cell type-specific marker
TFs
surface markers
dimension reduction
hierarchical topology
Anomaly Detection on Attributed Networks via Contrastive Self-Supervised Learning
期刊论文
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2021, 页码: 15
作者:
Liu, Yixin
;
Li, Zhao
;
Pan, Shirui
;
Gong, Chen
;
Zhou, Chuan
;
Karypis, George
收藏
  |  
浏览/下载:126/0
  |  
提交时间:2022/04/02
Anomaly detection
Task analysis
Graph neural networks
Unsupervised learning
Predictive models
Pattern matching
Training
Anomaly detection
attributed networks
contrastive self-supervised learning
graph neural networks (GNNs)
unsupervised learning
Projection-based and cross-validated estimation in high-dimensional Cox model
期刊论文
SCANDINAVIAN JOURNAL OF STATISTICS, 2021, 页码: 20
作者:
Zhang, Haixiang
;
Huang, Jian
;
Sun, Liuquan
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  |  
浏览/下载:155/0
  |  
提交时间:2021/04/26
cross‐
validation
high‐
dimensional nuisance parameters
hypothesis test
oracle inequality
sample splitting
A Novel Sparse Graph-Regularized Singular Value Decomposition Model and Its Application to Genomic Data Analysis
期刊论文
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2021, 页码: 15
作者:
Min, Wenwen
;
Wan, Xiang
;
Chang, Tsung-Hui
;
Zhang, Shihua
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  |  
浏览/下载:146/0
  |  
提交时间:2022/04/02
Gene expression
Biology
Biological system modeling
Principal component analysis
Mathematical model
Data models
Big Data
Absolute-valued graph regularization
graph regularization
sparse learning
structured sparse singular value decomposition (SVD)