Exact Recoverability of Robust PCA via Outlier Pursuit with Tight Recovery Bounds.
Hongyang ZhangZhouchen LinChao ZhangEdward Y. ChangPublished in: AAAI (2015)
Keyphrases
- lower bound
- upper bound
- principal component analysis
- worst case
- data sets
- dimensionality reduction
- face recognition
- error bounds
- independent component analysis
- neural network
- high dimensional
- principal components
- generalization error bounds
- partial occlusion
- dimension reduction
- outlier detection
- computationally efficient
- face images
- feature space
- computational complexity