Rapid Robust Principal Component Analysis: CUR Accelerated Inexact Low Rank Estimation.
HanQin CaiKeaton HammLongxiu HuangJiaqi LiTao WangPublished in: IEEE Signal Process. Lett. (2021)
Keyphrases
- low rank
- robust principal component analysis
- convex optimization
- linear combination
- missing data
- matrix factorization
- matrix decomposition
- low rank matrix
- singular value decomposition
- rank minimization
- matrix completion
- kernel matrix
- high dimensional data
- high order
- semi supervised
- low rank approximation
- low rank and sparse
- singular values
- data matrix
- affinity matrix
- minimization problems
- nuclear norm
- group lasso
- trace norm
- least squares
- small number
- dimensionality reduction
- machine learning
- pattern recognition