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Two-Way Sparse Reduced-Rank Regression via Scaled Gradient Descent with Hard Thresholding 会议论文
2024 IEEE 13RD SENSOR ARRAY AND MULTICHANNEL SIGNAL PROCESSING WORKSHOP (SAM), Corvallis, OR, USA, 8-11 July 2024
作者:  
Adobe PDF(519Kb)  |  收藏  |  浏览/下载：306/2  |  提交时间：2024/09/18
Efficient Low-rank Identification via Accelerated Iteratively Reweighted Nuclear Norm Minimization 预印本
2024
作者:  Wang, Hao;  Wang, Ye;  Yang, Xiangyu
Adobe PDF(2730Kb)  |  收藏  |  浏览/下载：268/1  |  提交时间：2024/07/08
Constructing fine-grained spatiotemporal neonatal functional atlases with spectral functional network learning 期刊论文
HUMAN BRAIN MAPPING, 2024, 卷号: 45, 期号: 8
作者:  Wen, Xuyun;  Zhao, Yunxi;  Chen, Geng;  Zhang, Han;  Zhang, Daoqiang
Adobe PDF(24358Kb)  |  收藏  |  浏览/下载：192/2  |  提交时间：2024/06/11
Accelerated 4D Flow MRI Using Deep Low-Rank Plus Sparse Neural Network and Complex Difference 会议论文
2024 IEEE INTERNATIONAL SYMPOSIUM ON BIOMEDICAL IMAGING (ISBI), Athens, Greece, 27-30 May 2024
作者:  Yuyang Ren;  Wenjian Liu;  Zijian Zhou;  Haiqun Qi;  Peng Hu
Adobe PDF(1790Kb)  |  收藏  |  浏览/下载：230/5  |  提交时间：2024/08/26
Accelerating Gradient Descent for Over-Parameterized Asymmetric Low-Rank Matrix Sensing via Preconditioning 会议论文
ICASSP 2024 - 2024 IEEE INTERNATIONAL CONFERENCE ON ACOUSTICS, SPEECH AND SIGNAL PROCESSING (ICASSP), Seoul, Korea, Republic of, 14-19 April 2024
作者:  Cheng Cheng;  Ziping Zhao
Adobe PDF(881Kb)  |  收藏  |  浏览/下载：263/1  |  提交时间：2024/03/29
Large Covariance Matrix Estimation Based on Factor Models via Nonconvex Optimization 会议论文
ICASSP 2024 - 2024 IEEE INTERNATIONAL CONFERENCE ON ACOUSTICS, SPEECH AND SIGNAL PROCESSING (ICASSP), Seoul, Korea, Republic of, 14-19 April 2024
作者:  Shanshan Zou;  Ziping Zhao
Adobe PDF(959Kb)  |  收藏  |  浏览/下载：264/3  |  提交时间：2024/03/29
Efficient Active Manifold Identification via Accelerated Iteratively Reweighted Nuclear Norm Minimization 期刊论文
JOURNAL OF MACHINE LEARNING RESEARCH, 2024, 卷号: 25
作者:  Wang, Hao
收藏  |  浏览/下载：142/0  |  提交时间：2024/12/04
Efficient Wireless Federated Learning Via Low-Rank Gradient Factorization 期刊论文
IEEE TRANSACTIONS ON VEHICULAR TECHNOLOGY, 2024, 卷号: PP, 期号: 99
作者:  Mingzhao Guo;  Dongzhu Liu;  Osvaldo Simeone;  Dingzhu Wen
Adobe PDF(820Kb)  |  收藏  |  浏览/下载：202/43  |  提交时间：2024/12/04
Robust embedding regression for semi-supervised learning 期刊论文
PATTERN RECOGNITION, 2024, 卷号: 145
作者:  Bao, Jiaqi;  Kudo, Mineichi;  Kimura, Keigo;  Sun, Lu
Adobe PDF(2659Kb)  |  收藏  |  浏览/下载：442/0  |  提交时间：2023/10/13
Free-running 3D whole-heart T1 and T2 mapping and cine MRI using low-rank reconstruction with non-rigid cardiac motion correction 期刊论文
MAGNETIC RESONANCE IN MEDICINE, 2023, 卷号: 89, 期号: 1, 页码: 217-232
作者:  Phair, Andrew;  Cruz, Gastão;  Qi, Haikun;  Botnar, René M.;  Prieto, Claudia
Adobe PDF(8129Kb)  |  收藏  |  浏览/下载：258/0  |  提交时间：2023/02/24
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