Convergence study of principal component analysis algorithms.
Chanchal ChatterjeeVwani P. RoychowdhuryEdwin K. P. ChongPublished in: ICNN (1997)
Keyphrases
- principal component analysis
- learning algorithm
- computationally efficient
- iterative algorithms
- optimization problems
- statistical analysis
- times faster
- computational efficiency
- computational cost
- convergence rate
- theoretical analysis
- machine learning algorithms
- orders of magnitude
- stopping criteria
- face recognition
- stochastic approximation
- principal components
- experimental study
- benchmark datasets
- data sets
- dimensionality reduction
- computer vision
- significant improvement
- training set
- data structure