Distributed Principal Component Analysis with Limited Communication.
Foivos AlimisisPeter DaviesBart VandereyckenDan AlistarhPublished in: CoRR (2021)
Keyphrases
- principal component analysis
- communication overhead
- communication cost
- computer networks
- distributed systems
- fully distributed
- distributed computation
- distributed control
- communication bandwidth
- spatially distributed
- dimensionality reduction
- distributed environment
- feature space
- group communication
- distributed data
- communication networks
- open systems
- principal components
- lightweight
- cooperative
- communication systems
- distributed teams
- linear discriminant analysis
- low dimensional
- multi agent
- single point of failure
- distributed network
- neural classifier
- concurrent processes
- data sets
- loosely coupled
- multi party
- communication technologies
- information exchange
- independent component analysis
- feature extraction
- feature selection