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| Sparse PCA with Oracle Rate in High Dimensions 会议论文
ICASSP 2025 - 2025 IEEE INTERNATIONAL CONFERENCE ON ACOUSTICS, SPEECH AND SIGNAL PROCESSING (ICASSP), Hyderabad, India, 6-11 April 2025
作者: Wenfu Zhong ; Ziping Zhao
 Adobe PDF(371Kb) |  收藏 | 浏览/下载：58/4 | 提交时间：2025/03/10 |
| Beyond Jensen’s Inequality: Speeding Up ML Estimation of Generalized Hyperbolic Distributions 会议论文
ICASSP 2025 - 2025 IEEE INTERNATIONAL CONFERENCE ON ACOUSTICS, SPEECH AND SIGNAL PROCESSING (ICASSP), Hyderabad, India, 6-11 April 2025
作者: Chenyu Gao; Ziping Zhao
Adobe PDF(1225Kb) | 收藏 | 浏览/下载：52/1 | 提交时间：2025/03/10 |
| Large Covariance Matrix Estimation for Groups of Highly Correlated Variables via Nonconvex Optimization 会议论文
ICASSP 2025 - 2025 IEEE INTERNATIONAL CONFERENCE ON ACOUSTICS, SPEECH AND SIGNAL PROCESSING (ICASSP), Hyderabad, India, 6-11 April 2025
作者: Shanshan Zou; Ziping Zhao
Adobe PDF(300Kb) | 收藏 | 浏览/下载：90/9 | 提交时间：2025/03/03 |
| Covariance Selection over Networks 会议论文
PROCEEDINGS OF THE 28TH INTERNATIONAL CONFERENCE ON ARTIFICIAL INTELLIGENCE AND STATISTICS, Splash Beach Resort, Mai Khao THAILAND, May 3-5, 2025
作者: Xia WF(夏文夫); Li FP(栗丰沛); Sun Y(孙颖); Zhao ZP(赵子平)
Adobe PDF(1583Kb) | 收藏 | 浏览/下载：34/2 | 提交时间：2025/04/11
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| Sparse Blind Deconvolution and Demixing via Block Majorization-Minimization 会议论文
2024 ASIA PACIFIC SIGNAL AND INFORMATION PROCESSING ASSOCIATION ANNUAL SUMMIT AND CONFERENCE (APSIPA ASC), Macau, Macao, 3-6 Dec. 2024
作者: Mengting Chen; Ziping Zhao
Adobe PDF(358Kb) | 收藏 | 浏览/下载：74/1 | 提交时间：2025/02/12 |
| A Joint Graph Signal and Laplacian Denoising Network 会议论文
2024 ASIA PACIFIC SIGNAL AND INFORMATION PROCESSING ASSOCIATION ANNUAL SUMMIT AND CONFERENCE (APSIPA ASC), Macau, Macao, 3-6 Dec. 2024
作者: Zepeng Zhang; Ziping Zhao
Adobe PDF(306Kb) | 收藏 | 浏览/下载：74/1 | 提交时间：2025/02/12 |
| Geometric Analysis of Non-Convex Optimization Landscapes for Robust M-Estimation of Location 会议论文
2024 IEEE INFORMATION THEORY WORKSHOP (ITW), Shenzhen, China, 24-28 Nov. 2024
作者: Hongyuan Yang; Ziping Zhao; Ying Sun
Adobe PDF(8703Kb) | 收藏 | 浏览/下载：187/2 | 提交时间：2025/01/06 |
| Improved Stability Bounds for Graph Convolutional Neural Networks Under Graph Perturbations 会议论文
2024 IEEE INFORMATION THEORY WORKSHOP (ITW), Shenzhen, China, 24-28 Nov. 2024
作者: Jun Zhang; Ziping Zhao
Adobe PDF(2404Kb) | 收藏 | 浏览/下载：182/1 | 提交时间：2025/01/06 |
| 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：326/2 | 提交时间：2024/08/26
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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：307/2 | 提交时间：2024/08/26
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