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Frequentist model averaging for undirected Gaussian graphical models 期刊论文
BIOMETRICS, 2022, 页码: 13
作者:  Liu, Huihang;  Zhang, Xinyu
收藏  |  浏览/下载：66/0  |  提交时间：2023/02/07
graphical model  KL divergence  model averaging  model uncertainty  precision matrix  
The C*-algebra index for observable algebra in non-equilibrium Hopf spin models 期刊论文
ANNALS OF FUNCTIONAL ANALYSIS, 2022, 卷号: 13, 期号: 4, 页码: 13
作者:  Wei, Xiaomin;  Jiang, Lining
收藏  |  浏览/下载：52/0  |  提交时间：2023/02/07
Observable algebra  Quantum double  Quasi-basis  Index  
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.
收藏  |  浏览/下载：147/0  |  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  
Exciting Modes due to the Aberration of Gravitational Waves: Measurability for Extreme-Mass-Ratio Inspirals 期刊论文
PHYSICAL REVIEW LETTERS, 2021, 卷号: 127, 期号: 4, 页码: 6
作者:  Torres-Orjuela, Alejandro;  Seoane, Pau Amaro;  Xuan, Zeyuan;  Chua, Alvin J. K.;  Rosell, Mara J. B.;  Chen, Xian
收藏  |  浏览/下载：108/0  |  提交时间：2021/10/26
Bayesian Joint Matrix Decomposition for Data Integration with Heterogeneous Noise 期刊论文
IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE, 2021, 卷号: 43, 期号: 4, 页码: 1184-1196
作者:  Zhang, Chihao;  Zhang, Shihua
收藏  |  浏览/下载：187/0  |  提交时间：2021/04/26
Matrix decomposition  Bayes methods  Data integration  Inference algorithms  Data models  Data mining  Gaussian distribution  Bayesian methods  matrix decomposition  data integration  variational Bayesian inference  maximum a posterior  
Variational inequality transport model on the sphere by the active-set reduced-space algorithm 期刊论文
COMPUTER PHYSICS COMMUNICATIONS, 2021, 卷号: 260, 页码: 10
作者:  Yang, Haijian;  Yang, Chao;  Huang, Jizu
收藏  |  浏览/下载：127/0  |  提交时间：2021/04/26
Transport problem on the sphere  Variational inequality  Parallel computing  Fully implicit scheme  Active-set reduced-space method  
Group-Sparse SVD Models via L-1- and L-0-norm Penalties and their Applications in Biological Data 期刊论文
IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING, 2021, 卷号: 33, 期号: 2, 页码: 536-550
作者:  Min, Wenwen;  Liu, Juan;  Zhang, Shihua
收藏  |  浏览/下载：159/0  |  提交时间：2021/04/26
Sparse SVD  low-rank matrix decomposition  group-sparse penalty  overlapping group-sparse penalty  coordinate descent method  alternating direction method of multipliers (ADMM)  data mining  
Model averaging estimation for high-dimensional covariance matrices with a network structure 期刊论文
ECONOMETRICS JOURNAL, 2021, 卷号: 24, 期号: 1, 页码: 177-197
作者:  Zhu, Rong;  Zhang, Xinyu;  Ma, Yanyuan;  Zou, Guohua
收藏  |  浏览/下载：156/0  |  提交时间：2021/06/01
asymptotic optimality  consistency  covariance regression network model  Mallows criterion  model averaging  
Optimal Minimax Variable Selection for Large-Scale Matrix Linear Regression Model 期刊论文
JOURNAL OF MACHINE LEARNING RESEARCH, 2021, 卷号: 22, 页码: 39
作者:  Hao, Meiling;  Qu, Lianqiang;  Kong, Dehan;  Sun, Liuquan;  Zhu, Hongtu
收藏  |  浏览/下载：176/0  |  提交时间：2021/10/26
High dimension  Imaging genetics  Matrix linear regression  Optimal mini-max rate  Variable selection  
Correlators in the Gaussian and chiral supereigenvalue models in the Neveu-Schwarz sector 期刊论文
JOURNAL OF HIGH ENERGY PHYSICS, 2020, 期号: 11, 页码: 22
作者:  Wang, Rui;  Wang, Shi-Kun;  Wu, Ke;  Zhao, Wei-Zhong
收藏  |  浏览/下载：140/0  |  提交时间：2021/01/14
Conformal and W Symmetry  Matrix Models