Even Simpler Deterministic Matrix Sketching
arXiv:2202.01780v12 citations
Originality Synthesis-oriented
AI Analysis
This is an incremental improvement for researchers in streaming algorithms and matrix sketching, as it simplifies an existing proof without altering the method's performance.
The paper tackles the problem of simplifying the proof for Frequent Directions (FD) matrix sketching by sketching the covariance of the matrix stream instead of the stream itself, resulting in a one-line proof.
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.