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Efficient Nonconvex Optimization for Two-way Sparse Reduced-Rank Regression 会议论文
2024 IEEE INTERNATIONAL SYMPOSIUM ON INFORMATION THEORY (ISIT), Athens, Greece, 7-12 July 2024
作者:  Cheng Cheng;  Ziping Zhao
Adobe PDF(583Kb)  |  收藏  |  浏览/下载:67/1  |  提交时间:2024/08/26
Guaranteed Robust Large Precision Matrix Estimation Under t-Distribution 会议论文
2024 IEEE INTERNATIONAL SYMPOSIUM ON INFORMATION THEORY (ISIT), Athens, Greece, 7-12 July 2024
作者:  Fengpei Li;  Ziping Zhao
Adobe PDF(578Kb)  |  收藏  |  浏览/下载:68/1  |  提交时间:2024/08/26
Distributed Sparse Covariance Matrix Estimation 会议论文
2024 IEEE 13RD SENSOR ARRAY AND MULTICHANNEL SIGNAL PROCESSING WORKSHOP (SAM), Corvallis, OR, USA, 8-11 July 2024
作者:  Wenfu Xia;  Ziping Zhao;  Ying Sun
Adobe PDF(425Kb)  |  收藏  |  浏览/下载:54/1  |  提交时间:2024/09/18
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:  Cheng Cheng;  Ziping Zhao
Adobe PDF(519Kb)  |  收藏  |  浏览/下载:63/1  |  提交时间:2024/09/18
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:117/0  |  提交时间:2024/03/29
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:102/0  |  提交时间:2024/03/29
Joint Blind Deconvolution And Demixing Of Sparse Signals Via Factorization And 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:  Mengting Chen;  Ziping Zhao
Adobe PDF(952Kb)  |  收藏  |  浏览/下载:102/0  |  提交时间:2024/03/29
Graph Neural Networks With Adaptive Structures 期刊论文
IEEE JOURNAL OF SELECTED TOPICS IN SIGNAL PROCESSING, 2024, 卷号: PP, 期号: 99
作者:  Zepeng Zhang;  Songtao Lu;  Zengfeng Huang;  Ziping Zhao
Adobe PDF(613Kb)  |  收藏  |  浏览/下载:45/1  |  提交时间:2024/10/28
Accelerating Quadratic Transform and WMMSE 会议论文
IEEE INTERNATIONAL SYMPOSIUM ON INFORMATION THEORY - PROCEEDINGS, Athens, Greece, July 7, 2024 - July 12, 2024
作者:  Shen, Kaiming;  Zhao, Ziping;  Chen, Yannan;  Zhang, Zepeng;  Cheng, Hei Victor
Adobe PDF(1021Kb)  |  收藏  |  浏览/下载:58/6  |  提交时间:2024/09/20
High-Dimensional Constrained Huber Regression 会议论文
IEEE SENSOR ARRAY AND MULTICHANNEL SIGNAL PROCESSING WORKSHOP, Corvallis, OR, USA, 8-11 July 2024
作者:  Quan Wei;  Ziping Zhao
Adobe PDF(299Kb)  |  收藏  |  浏览/下载:137/1  |  提交时间:2024/05/29