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Adaptive Federated Learning With Non-IID Data 期刊论文
COMPUTER JOURNAL, 2022, 页码: 15
作者:  Zeng, Yan;  Mu, Yuankai;  Yuan, Junfeng;  Teng, Siyuan;  Zhang, Jilin;  Wan, Jian;  Ren, Yongjian;  Zhang, Yunquan
收藏  |  浏览/下载：13/0  |  提交时间：2023/07/12
Federated Learning  Model Aggregation  Non-IID  
Stabilize deep ResNet with a sharp scaling factor tau 期刊论文
MACHINE LEARNING, 2022, 页码: 34
作者:  Zhang, Huishuai;  Yu, Da;  Yi, Mingyang;  Chen, Wei;  Liu, Tie-Yan
收藏  |  浏览/下载：23/0  |  提交时间：2022/12/07
Task-Feature Collaborative Learning with Application to Personalized Attribute Prediction 期刊论文
IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE, 2021, 卷号: 43, 期号: 11, 页码: 4094-4110
作者:  Yang, Zhiyong;  Xu, Qianqian;  Cao, Xiaochun;  Huang, Qingming
收藏  |  浏览/下载：47/0  |  提交时间：2021/12/01
Task analysis  Convergence  Predictive models  Diseases  Collaborative work  Optimization  Training  Block diagonal structural learning  negative transfer  multi-task learning  global convergence  
Fast Stochastic Ordinal Embedding With Variance Reduction and Adaptive Step Size 期刊论文
IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING, 2021, 卷号: 33, 期号: 6, 页码: 2467-2478
作者:  Ma, Ke;  Zeng, Jinshan;  Xiong, Jiechao;  Xu, Qianqian;  Cao, Xiaochun;  Liu, Wei;  Yao, Yuan
收藏  |  浏览/下载：38/0  |  提交时间：2021/12/01
Ordinal embedding  SVRG  non-convex optimization  barzilai-borwein (BB) step size  
Customized Federated Learning for accelerated edge computing with heterogeneous task targets 期刊论文
COMPUTER NETWORKS, 2020, 卷号: 183, 页码: 13
作者:  Jiang, Hui;  Liu, Min;  Yang, Bo;  Liu, Qingxiang;  Li, Jizhong;  Guo, Xiaobing
收藏  |  浏览/下载：27/0  |  提交时间：2021/12/01
Edge computing  Federated Learning  Convergence performance  
Spectrum Sharing Among Rapidly Deployable Small Cells: A Hybrid Multi-Agent Approach 期刊论文
IEEE TRANSACTIONS ON WIRELESS COMMUNICATIONS, 2020, 卷号: 19, 期号: 1, 页码: 395-409
作者:  Gao, Bo;  Lu, Lingyun;  Xiong, Ke;  Park, Jung-Min;  Yang, Yaling;  Wang, Yuwei
收藏  |  浏览/下载：43/0  |  提交时间：2020/12/10
Uplink  Resource management  Wireless communication  Optimization  Interference  Base stations  Internet of Things  Mobile communication systems  distributed networks  algorithm  protocol design and analysis  
Chaotic particle swarm optimization with sigmoid-based acceleration coefficients for numerical function optimization 期刊论文
SWARM AND EVOLUTIONARY COMPUTATION, 2019, 卷号: 51, 页码: 16
作者:  Tian, Dongping;  Zhao, Xiaofei;  Shi, Zhongzhi
收藏  |  浏览/下载：43/0  |  提交时间：2020/12/10
Particle swarm optimization  Acceleration coefficients  Logistic map  Swarm diversity  Inertial weight  Premature convergence  
DMPSO: Diversity-Guided Multi-Mutation Particle Swarm Optimizer 期刊论文
IEEE ACCESS, 2019, 卷号: 7, 页码: 124008-124025
作者:  Tian, Dongping;  Zhao, Xiaofei;  Shi, Zhongzhi
收藏  |  浏览/下载：58/0  |  提交时间：2019/12/10
Particle swarm optimization  opposition-based learning  swarm diversity  inertial weight  premature convergence  local optima  mutation strategy  
Gibbs sampling based distributed OFDMA resource allocation 期刊论文
SCIENCE CHINA-INFORMATION SCIENCES, 2014, 卷号: 57, 期号: 4
作者:  Garcia Virgile;  Chen Chung Shue;  Zhou YiQing;  Shi JingLin
收藏  |  浏览/下载：5/0  |  提交时间：2023/12/04
WIRELESS NETWORKS  POWER-CONTROL  radio resource allocation  power control  interference management  distributed optimization  Gibbs sampling  Metropolis-Hastings  
A fast adaptive load balancing method for parallel particle-based simulations 期刊论文
SIMULATION MODELLING PRACTICE AND THEORY, 2009, 卷号: 17, 期号: 6, 页码: 1032-1042
作者:  Zhang, Dongliang;  Jiang, Changjun;  Li, Shu
收藏  |  浏览/下载：40/0  |  提交时间：2019/12/16
Region partition  Adaptive load balancing  Parallel particle-based simulation