Online (and Offline) Robust PCA: Novel Algorithms and Performance Guarantees.
Jinchun ZhanBrian LoisNamrata VaswaniPublished in: CoRR (2016)
Keyphrases
- learning algorithm
- computationally efficient
- computational complexity
- real time
- parameter tuning
- online algorithms
- significant improvement
- orders of magnitude
- online learning
- confidence weighted
- theoretical analysis
- dimensionality reduction
- principal component analysis
- worst case
- computational cost
- data structure
- feature extraction