Convergence Results for Projected Line-Search Methods on Varieties of Low-Rank Matrices Via Łojasiewicz Inequality
Work
Year: 2015
Type: article
Abstract: The aim of this paper is to derive convergence results for projected line-search methods on the real-algebraic variety $\mathcal{M}_{\le k}$ of real $m \times n$ matrices of rank at most $k$. Such met... more
Source: SIAM Journal on Optimization
Authors Reinhold Schneider, André Uschmajew
Cites: 48
Cited by: 121
Related to: 10
FWCI: 11.31
Citation percentile (by year/subfield): 99.99
Topic: Matrix Theory and Algorithms
Subfield: Computational Theory and Mathematics
Field: Computer Science
Domain: Physical Sciences
Sustainable Development Goal Reduced inequalities
Open Access status: green