A Bayesian Treatment for Singular Value Decomposition.

Cheng Luo Yang Xiang Bo Zhang Qiang Fang

Published in: HPCC/CSS/ICESS (2015)

Keyphrases

singular value decomposition
singular values
low rank
reconstruction error

least squares
dimensionality reduction
dimension reduction
latent semantic indexing

principal component analysis
low rank approximation
factorization method
measurement matrix

latent semantic analysis
machine learning
probabilistic model
kernel matrix