Even Simpler Deterministic Matrix Sketching
Data Structures and Algorithms
2022-02-07 v1 Machine Learning
Authors:
Edo Liberty
Abstract
This paper provides a one-line proof of Frequent Directions (FD) for sketching streams of matrices. The simpler proof arises from sketching the covariance of the stream of matrices rather than the stream itself.
Cite
@article{arxiv.2202.01780,
title = {Even Simpler Deterministic Matrix Sketching},
author = {Edo Liberty},
journal= {arXiv preprint arXiv:2202.01780},
year = {2022}
}
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