Distributed Stochastic Algorithms for High-rate Streaming Principal Component Analysis.
Haroon RajaWaheed U. BajwaPublished in: Trans. Mach. Learn. Res. (2022)
Keyphrases
- high rate
- principal component analysis
- computational cost
- low rate
- monte carlo
- distributed systems
- data streams
- feature selection
- efficient implementation
- data sets
- object recognition
- significant improvement
- cooperative
- data structure
- dimensionality reduction
- face recognition
- peer to peer
- computationally efficient
- stream processing
- learning algorithm