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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
收藏  |  浏览/下载：55/0  |  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)  
Robust Bayesian matrix decomposition with mixture of Gaussian noise 期刊论文
NEUROCOMPUTING, 2021, 卷号: 449, 页码: 108-116
作者:  Wang, Haohui;  Zhang, Chihao;  Zhang, Shihua
收藏  |  浏览/下载：145/0  |  提交时间：2021/10/26
Bayesian method  Matrix decomposition  Maximum a posterior  Mixture of Gaussians  
Reusability report: Compressing regulatory networks to vectors for interpreting gene expression and genetic variants 期刊论文
NATURE MACHINE INTELLIGENCE, 2021, 卷号: 3, 期号: 7, 页码: 576-580
作者:  Zeng, Wanwen;  Xin, Jingxue;  Jiang, Rui;  Wang, Yong
收藏  |  浏览/下载：118/0  |  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  
PID Control for Synchronization of Complex Dynamical Networks With Directed Topologies 期刊论文
IEEE TRANSACTIONS ON CYBERNETICS, 2021, 卷号: 51, 期号: 3, 页码: 1334-1346
作者:  Gu, Haibo;  Liu, Peng;  Lu, Jinhu;  Lin, Zongli
收藏  |  浏览/下载：136/0  |  提交时间：2021/04/26
Synchronization  Topology  Protocols  PD control  PI control  Complex networks  Directed spanning tree  networked control system  proportional–  integral–  derivative (PID) control  strongly connected network  synchronization  
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  
Leader-following consensus of multi-agent systems under antagonistic networks 期刊论文
NEUROCOMPUTING, 2020, 卷号: 413, 页码: 339-347
作者:  Wang, Qianyao;  Liu, Kexin;  Wang, Xiong;  Wu, Lulu;  Lu, Jinhu
收藏  |  浏览/下载：146/0  |  提交时间：2021/01/14
Multi-agent systems  Signed graph  Bipartite consensus  Adaptive regulation  
A General Joint Matrix Factorization Framework for Data Integration and Its Systematic Algorithmic Exploration 期刊论文
IEEE TRANSACTIONS ON FUZZY SYSTEMS, 2020, 卷号: 28, 期号: 9, 页码: 1971-1983
作者:  Zhang, Lihua;  Zhang, Shihua
收藏  |  浏览/下载：148/0  |  提交时间：2021/01/14
Sparse matrices  Pattern recognition  Data integration  Prediction algorithms  Data models  Matrix decomposition  Signal processing algorithms  Bioinformatics  data integration  network-regularized constraint  nonnegative matrix factorization (NMF)  pattern recognition  
Spectral Learning Algorithm Reveals Propagation Capability of Complex Networks 期刊论文
IEEE TRANSACTIONS ON CYBERNETICS, 2019, 卷号: 49, 期号: 12, 页码: 4253-4261
作者:  Xu, Shuang;  Wang, Pei;  Zhang, Chun-Xia;  Lu, Jinhu
收藏  |  浏览/下载：179/0  |  提交时间：2020/01/10
Complex network  important node  influential spreader  propagation capability  SpectralRank (SR)  
Global synchronization under PI/PD controllers in general complex networks with time-delay 期刊论文
NEUROCOMPUTING, 2019, 卷号: 366, 页码: 12-22
作者:  Liu, Peng;  Gu, Haibo;  Kang, Yu;  Lu, Jinhu
收藏  |  浏览/下载：164/0  |  提交时间：2020/01/10
Global synchronization  Directed network  Time-delay  PID controller  Lyapunov method