OpenAlex
The Global Optimization Geometry of Low-Rank Matrix Optimization
Work
Year: 2021
Type: article
Abstract: This paper considers general rank-constrained optimization problems that minimize a general objective function <inline-formula xmlns:mml="http://www.w3.org/1998/Math/MathML" xmlns:xlink="http://www.w3... more
Source: IEEE Transactions on Information Theory
Authors Zhihui Zhu, Qiuwei Li, Gongguo Tang, Michael B. Wakin
Institutions University of Denver, University of California, Los Angeles, Colorado School of Mines
Cites: 65
Cited by: 26
Related to: 10
FWCI: 3.85
Citation percentile (by year/subfield): 80.59
Topic: Sparse and Compressive Sensing Techniques
Subfield: Computational Mechanics
Field: Engineering
Domain: Physical Sciences
Open Access status: bronze
Funders National Science Foundation, National Science Foundation, National Science Foundation, National Science Foundation, Defense Advanced Research Projects Agency
Grant IDS CAREER CCF-1149225, CCF-1409261, CCF-1464205, 2008460, N660011824020