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Solving PDEs on unknown manifolds with machine learning 期刊论文
APPLIED AND COMPUTATIONAL HARMONIC ANALYSIS, 2024, 卷号: 71
作者:  Liang, Senwei;  Jiang, Shixiao W.;  Harlim, John;  Yang, Haizhao
Adobe PDF(4816Kb)  |  收藏  |  浏览/下载：562/105  |  提交时间：2024/03/22
UNDERSTANDING CONVERGENCE AND GENERALIZATION IN FEDERATED LEARNING THROUGH FEATURE LEARNING THEORY 会议论文
12TH INTERNATIONAL CONFERENCE ON LEARNING REPRESENTATIONS, ICLR 2024, Hybrid, Vienna, Austria, May 7, 2024 - May 11, 2024
作者:  Huang, Wei;  Shi, Ye;  Cai, Zhongyi;  Suzuki, Taiji
收藏  |  浏览/下载：266/0  |  提交时间：2024/08/23
Reconfigurable and Energy-Efficient Architecture for Deploying Multi-Layer RNNs on FPGA 期刊论文
IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS I: REGULAR PAPERS, 2024, 卷号: PP, 期号: 99
作者:  Xiangyu Zhang;  Yiren Zhu;  Xin Lou
Adobe PDF(4791Kb)  |  收藏  |  浏览/下载：179/5  |  提交时间：2024/10/21
A Multi-Grained Self-Interpretable Symbolic-Neural Model For Single/Multi-Labeled Text Classification 会议论文
THE ELEVENTH INTERNATIONAL CONFERENCE ON LEARNING REPRESENTATIONS (ICLR 2023), Kigali, Rwanda, 2023-5-1
作者:  Hu, Xiang;  Kong, Xinyu
Adobe PDF(2202Kb)  |  收藏  |  浏览/下载：526/0  |  提交时间：2023/03/12
Multi-scale self-attention-based feature enhancement for detection of targets with small image sizes 期刊论文
PATTERN RECOGNITION LETTERS, 2023, 卷号: 166, 页码: 46-52
作者:  Deng, Ying;  Hu, Xingliang;  Li, Bing;  Zhang, Congxuan;  Hu, Weiming
Adobe PDF(809Kb)  |  收藏  |  浏览/下载：266/0  |  提交时间：2023/03/10
ALTERNATING DIFFERENTIATION FOR OPTIMIZATION LAYERS 会议论文
11TH INTERNATIONAL CONFERENCE ON LEARNING REPRESENTATIONS, ICLR 2023, Kigali, Rwanda, May 1, 2023 - May 5, 2023
作者:  Sun, Haixiang;  Shi, Ye;  Wang, Jingya;  Tuan, Hoang Duong;  Poor, H. Vincent
收藏  |  浏览/下载：208/0  |  提交时间：2024/08/09
Enhanced Hybrid Hierarchical Federated Edge Learning Over Heterogeneous Networks 期刊论文
IEEE TRANSACTIONS ON VEHICULAR TECHNOLOGY, 2023, 卷号: PP, 期号: 99, 页码: 1-15
作者:  Qimei Chen;  Zehua You;  Dingzhu Wen;  Zhaoyang Zhang
Adobe PDF(5185Kb)  |  收藏  |  浏览/下载：267/1  |  提交时间：2023/07/14
Computer architecture  Edge computing  Hierarchical systems  Information management  Learning systems  Markov processes  Network architecture  Network layers  Resource allocation  Cloud layers  Computational modelling  Device layers  Device resources  Device selection  Edge computing  Federated edge learning  Local model  Resource management  Semi-asynchronoi  Computer architecture  Edge computing  Hierarchical systems  Information management  Learning systems  Markov processes  Network architecture  Network layers  Resource allocation  Cloud layers  Computational modelling  Device layers  Device resources  Device selection  Edge computing  Federated edge learning  Local model  Resource management  Semi-asynchronoi  
Robust Fuzzy Neural Network With an Adaptive Inference Engine 期刊论文
IEEE TRANSACTIONS ON CYBERNETICS, 2023, 卷号: PP, 期号: 99, 页码: 1-11
作者:  Leijie Zhang;  Ye Shi;  Yu-Cheng Chang;  Chin-Teng Lin
Adobe PDF(2514Kb)  |  收藏  |  浏览/下载：267/0  |  提交时间：2023/03/17
A Primer on Rate-Splitting Multiple Access: Tutorial, Myths, and Frequently Asked Questions 期刊论文
IEEE JOURNAL ON SELECTED AREAS IN COMMUNICATIONS, 2023, 卷号: 41, 期号: 5, 页码: 1-1
作者:  Clerckx, Bruno;  Mao, Yijie;  Jorswieck, Eduard A.;  Yuan, Jinhong;  Love, David J.
Adobe PDF(5866Kb)  |  收藏  |  浏览/下载：1319/570  |  提交时间：2023/03/10
Rate-Splitting Multiple Access for Multi-Antenna Downlink Communication Systems: Spectral and Energy Efficiency Tradeoff 期刊论文
IEEE TRANSACTIONS ON WIRELESS COMMUNICATIONS, 2022, 卷号: 21, 期号: 7, 页码: 4816-4828
作者:  Gui Zhou;  Yijie Mao;  Bruno Clerckx
Adobe PDF(774Kb)  |  收藏  |  浏览/下载：381/1  |  提交时间：2022/08/12
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