Memory Limited, Streaming PCA.
Ioannis MitliagkasConstantine CaramanisPrateek JainPublished in: NIPS (2013)
Keyphrases
- principal component analysis
- limited memory
- real time
- principal components analysis
- dimensionality reduction
- feature extraction
- principal components
- face recognition
- pattern recognition
- covariance matrix
- computing power
- data streaming
- stream mining
- memory size
- principle component analysis
- memory space
- computational power
- streaming data
- memory requirements
- low dimensional
- k means
- feature space
- data streams