The Fast Convergence of Incremental PCA.
Akshay BalsubramaniSanjoy DasguptaYoav FreundPublished in: CoRR (2015)
Keyphrases
- principal component analysis
- principal components analysis
- convergence rate
- incremental learning
- feature extraction
- principal components
- convergence speed
- feature space
- face recognition
- dimensionality reduction
- low dimensional
- covariance matrix
- independent component analysis
- dimension reduction
- subspace learning algorithm
- iterative algorithms
- principle component analysis
- linear discriminant analysis
- particle swarm optimization
- rough sets
- negative matrix factorization
- subspace learning
- image processing
- kernel pca
- knowledge base
- canonical correlation analysis
- data sets
- incremental version
- real time