A Bayesian Treatment for Singular Value Decomposition.
Cheng LuoYang XiangBo ZhangQiang FangPublished 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