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Linking the norm difference regularization and fractional regularization 期刊论文
MATHEMATICS OF OPERATIONS RESEARCH, 2025
作者:  Chuanqi Ma;  Hao Wang
Adobe PDF(2102Kb)  |  收藏  |  浏览/下载:109/8  |  提交时间:2024/10/10
Avoiding strict saddle points of nonconvex regularized problems 预印本
2024
作者:  Bai, Luwei;  Hu, Yaohua;  Wang, Hao;  Yang, Xiaoqi
Adobe PDF(1775Kb)  |  收藏  |  浏览/下载:54/1  |  提交时间:2024/09/23
An Adaptive Second-order Method for a Class of Nonconvex Nonsmooth Composite Optimization 预印本
2024
作者:  Wang, Hao;  Yang, Xiangyu;  Zhu, Yichen
Adobe PDF(856Kb)  |  收藏  |  浏览/下载:69/0  |  提交时间:2024/08/14
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:85/1  |  提交时间:2024/07/08
Kurdyka-L ojasiewicz exponent via Hadamard parametrization 预印本
2024
作者:  Ouyang, Wenqing;  Liu, Yuncheng;  Pong, Ting Kei;  Wang, Hao
Adobe PDF(647Kb)  |  收藏  |  浏览/下载:94/1  |  提交时间:2024/06/03
Avoiding strict saddle points of nonconvex regularized problems 期刊论文
COMPUTATIONAL OPTIMIZATION AND APPLICATIONS, 2024
作者:  Bai LW(白璐玮);  Hu YH(胡耀华);  Wang H(王浩);  Yang XQ(杨晓琪)
Adobe PDF(1660Kb)  |  收藏  |  浏览/下载:80/7  |  提交时间:2024/08/16
An extrapolated iteratively reweighted l(1) method with complexity analysis 期刊论文
COMPUTATIONAL OPTIMIZATION AND APPLICATIONS, 2022
作者:  Wang, Hao;  Zeng, Hao;  Wang, Jiashan
Adobe PDF(2961Kb)  |  收藏  |  浏览/下载:144/0  |  提交时间:2022/10/18
A Screening Strategy for Structured Optimization Involving Nonconvex .lq,p Regularization 预印本
2022
作者:  Li, Tiange;  Yang, Xiangyu;  Wang, Hao
Adobe PDF(665Kb)  |  收藏  |  浏览/下载:120/0  |  提交时间:2024/01/09
Towards an efficient approach for the nonconvex lp-ball projection: algorithm and analysis 预印本
2022
作者:  Yang, Xiangyu;  Wang, Jiashan;  Wang, Hao;  Wang, Hao
Adobe PDF(779Kb)  |  收藏  |  浏览/下载:118/0  |  提交时间:2024/01/09
Constrained Optimization Involving Nonconvex Lp Norms: Optimality Conditions, Algorithm and Convergence 预印本
2022
作者:  Wang, Hao;  Gao, Yining;  Wang, Jiashan;  Liu, Hongying
Adobe PDF(672Kb)  |  收藏  |  浏览/下载:122/0  |  提交时间:2024/01/09