Sharp Analysis of Sketch-and-Project Methods via a Connection to Randomized Singular Value Decomposition.

Michal Derezinski Elizaveta Rebrova

Published in: CoRR (2022)

Keyphrases

singular value decomposition
data analysis
information retrieval
computer vision
singular values
low rank approximation
feature extraction
least squares
co occurrence
dimensionality reduction
low rank
latent semantic indexing
latent semantic analysis