Memory-efficient training with streaming dimensionality reduction.
Siyuan HuangBrian D. HoskinsMatthew W. DanielsMark D. StilesGina C. AdamPublished in: CoRR (2020)
Keyphrases
- memory efficient
- dimensionality reduction
- external memory
- high dimensional
- iterative deepening
- feature extraction
- principal component analysis
- structure preserving
- video streaming
- high dimensionality
- training samples
- real time
- high dimensional data
- data representation
- training process
- online learning
- test set
- principal components
- feature selection