Block Randomized Singular Value Decomposition on GPUs.

Yuechao Lu Yasuyuki Matsushita Fumihiko Ino

Published in: IEICE Trans. Inf. Syst. (2020)

Keyphrases

singular value decomposition
singular values
least squares
dimension reduction
dimensionality reduction
low rank
latent semantic indexing
latent semantic analysis
principal component analysis
reconstruction error
null space
correlation matrix
image processing
data matrix
factorization method