Rapid Robust Principal Component Analysis: CUR Accelerated Inexact Low Rank Estimation.
HanQin CaiKeaton HammLongxiu HuangJiaqi LiTao WangPublished in: CoRR (2020)
Keyphrases
- low rank
- robust principal component analysis
- convex optimization
- linear combination
- matrix factorization
- missing data
- rank minimization
- low rank matrix
- singular value decomposition
- high order
- semi supervised
- matrix completion
- kernel matrix
- matrix decomposition
- data matrix
- high dimensional data
- nuclear norm
- trace norm
- low rank and sparse
- low rank approximation
- minimization problems
- singular values
- norm minimization
- eigendecomposition
- data sets
- image denoising
- high dimensional
- image processing