GPU-acceleration of neighborhood-based dimensionality reduction algorithm EmbedSOM.
Adam SmelkoMartin KrulisJirí KleplPublished in: GPGPU@PPoPP (2024)
Keyphrases
- real time
- dimensionality reduction
- high dimensional
- collaborative filtering
- parallel processing
- gpu implementation
- feature space
- graphics hardware
- parallel implementation
- intrinsic dimensionality
- graphics processing units
- parallel computing
- small size
- database
- high dimensionality
- data transfer
- dimensional data
- high dimensional data
- expert systems
- genetic algorithm
- graphics processors
- reduced dimensionality