An Algorithm for the Principal Component Analysis of Large Data Sets.
Nathan HalkoPer-Gunnar MartinssonYoel ShkolniskyMark TygertPublished in: SIAM J. Sci. Comput. (2011)
Keyphrases
- principal components
- learning algorithm
- improved algorithm
- objective function
- preprocessing
- cost function
- np hard
- search space
- computational complexity
- dynamic programming
- segmentation algorithm
- k means
- optimal solution
- principal component analysis
- expectation maximization
- model selection
- feature extraction
- computer vision