A Scale-Invariant Relaxation in Low-Rank Tensor Recovery with an Application to Tensor Completion-Reference-Cited by-同舟云学术

登录注册会员服务联系我们

A Scale-Invariant Relaxation in Low-Rank Tensor Recovery with an Application to Tensor Completion

Published:2024-03-29 Issue:1 Volume:17 Page:756-783
ISSN:1936-4954
Container-title:SIAM Journal on Imaging Sciences
language:en
Short-container-title:SIAM J. Imaging Sci.

Author:

Zheng Huiwen¹,Lou Yifei²^ORCID,Tian Guoliang¹,Wang Chao¹³^ORCID

Affiliation:

1. Department of Statistics and Data Science, Southern University of Science and Technology, Shenzhen 518005, Guangdong, Province, China.

2. Department of Mathematics and School of Data Sciences and Society at the University of North Carolina at Chapel Hill, Chapel Hill, NC 27599 USA.

3. National Centre for Applied Mathematics Shenzhen, Shenzhen 518055, Guangdong, Province, China.

Funder

Shenzhen Natural Science Fund

Hong Kong Research Grant Council

National Key R&D Program of China

Shenzhen Fundamental Research Program

National Natural Science Foundation of China

National Science Foundation

Publisher

Society for Industrial & Applied Mathematics (SIAM)

Reference46 articles.

1. Proximal Alternating Minimization and Projection Methods for Nonconvex Problems: An Approach Based on the Kurdyka-Łojasiewicz Inequality

2. Tensorial extensions of independent component analysis for multisubject FMRI analysis

3. Distributed Optimization and Statistical Learning via the Alternating Direction Method of Multipliers

4. Total Variation Regularized Tensor RPCA for Background Subtraction From Compressive Measurements

5. Robust Low-Rank Tensor Recovery via Nonconvex Singular Value Minimization

同舟云学术

1.学者识别学者识别

2.学术分析学术分析

3.人才评估人才评估

"同舟云学术"是以全球学者为主线，采集、加工和组织学术论文而形成的新型学术文献查询和分析系统，可以对全球学者进行文献检索和人才价值评估。用户可以通过关注某些学科领域的顶尖人物而持续追踪该领域的学科进展和研究前沿。经过近期的数据扩容，当前同舟云学术共收录了国内外主流学术期刊6万余种，收集的期刊论文及会议论文总量共计约1.5亿篇，并以每天添加12000余篇中外论文的速度递增。我们也可以为用户提供个性化、定制化的学者数据。欢迎来电咨询！咨询电话：010-8811{复制后删除}0370

www.globalauthorid.com

TOP