The Impact of Importance-Aware Dataset Partitioning on Data-Parallel Training of Deep Neural Networks.
Sina SheikholeslamiAmir Hossein PayberahTianze WangJim DowlingVladimir VlassovPublished in: DAIS (2023)
Keyphrases
- neural network
- data sets
- data processing
- data analysis
- high quality
- data collection
- training dataset
- synthetic data
- small number
- pattern recognition
- training data
- xml documents
- statistical analysis
- databases
- spatial data
- raw data
- database
- prior knowledge
- data mining techniques
- data structure
- training samples
- benchmark datasets
- missing data
- test data
- parallel processing