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QoE-Driven Antenna Tuning in Cellular Networks With Cooperative Multi-Agent Reinforcement Learning 期刊论文
IEEE TRANSACTIONS ON MOBILE COMPUTING, 2024, 卷号: 23, 期号: 2, 页码: 1186-1199
作者:  Liu, Xuewen;  Chuai, Gang;  Wang, Xin;  Xu, Zhiwei;  Gao, Weidong;  Zhang, Kaisa;  Liu, Qian;  Maimaiti, Saidiwaerdi;  Zuo, Peiliang
收藏  |  浏览/下载：3/0  |  提交时间：2024/05/20
Antenna tuning  multi-goal MARL  QoE/QoS mapping  self-optimization  
State of health estimation of lithium-ion batteries based on Mixers-bidirectional temporal convolutional neural network 期刊论文
JOURNAL OF ENERGY STORAGE, 2023, 卷号: 73, 页码: 15
作者:  Gao, Jingyi;  Yang, Dongfang;  Wang, Shi;  Li, Zhaoting;  Wang, Licheng;  Wang, Kai
收藏  |  浏览/下载：2/0  |  提交时间：2024/05/20
Lithium-ion battery  State of health estimation  Bidirectional temporal convolutional neural  network  Mixers  Transfer learning  
Positive-Unlabeled Learning With Label Distribution Alignment 期刊论文
IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE, 2023, 卷号: 45, 期号: 12, 页码: 15345-15363
作者:  Jiang, Yangbangyan;  Xu, Qianqian;  Zhao, Yunrui;  Yang, Zhiyong;  Wen, Peisong;  Cao, Xiaochun;  Huang, Qingming
收藏  |  浏览/下载：2/0  |  提交时间：2024/05/20
Estimation  Stochastic processes  Optimization  Computer science  Predictive models  Information processing  Fasteners  Positive-unlabeled learning  weakly supervised learning  binary classification  
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