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math.NA2024
How to reveal the rank of a matrix?
Anil Damle, Silke Glas, Alex Townsend +1
We study algorithms called rank-revealers that reveal a matrix's rank structure. Such algorithms form a fundamental component in matrix compression, singular value estimation, and…
math.NA2023
Structure-Aware Analyses and Algorithms for Interpolative Decompositions
Robin Armstrong, Alex Buzali, Anil Damle
Low-rank approximation is a task of critical importance in modern science, engineering, and statistics. Many low-rank approximation algorithms, such as the randomized singular valu…