Communication-efficient Algorithms for Distributed Stochastic Principal Component Analysis.
Dan GarberOhad ShamirNathan SrebroPublished in: CoRR (2017)
Keyphrases
- principal component analysis
- communication overhead
- communication cost
- computer networks
- distributed network
- distributed control
- spatially distributed
- fully distributed
- dimensionality reduction
- cooperative
- principal components
- distributed systems
- open systems
- discriminant analysis
- distributed environment
- dimension reduction
- distributed computation
- information dissemination
- communication protocol
- interprocess communication
- group communication
- neural network
- information exchange
- information sharing
- lightweight
- feature extraction
- distributed data
- multi party
- distributed computing
- independent component analysis
- singular value decomposition
- data acquisition
- monte carlo
- mobile agents
- remote sites
- feature space
- single point of failure