On Column-Row Matrix Approximations

Autor: Longxiu Huang, Keaton Hamm
Rok vydání: 2019
Předmět:
Zdroj: 2019 13th International conference on Sampling Theory and Applications (SampTA).
DOI: 10.1109/sampta45681.2019.9030888
Popis: This article discusses column-row factorizations of low-rank matrices, and extensions of these to approximations of full rank matrices. We give perturbation estimates for CUR decompositions, and provide some numerical illustrations of the practical aspects of these approximations.
Databáze: OpenAIRE