Not Far Away, Not So Close: Sample Efficient Nearest Neighbour Data Augmentation via MiniMax.
Ehsan KamallooMehdi RezagholizadehPeyman PassbanAli GhodsiPublished in: CoRR (2021)
Keyphrases
- data processing
- data sets
- test data
- database
- data quality
- sample size
- data structure
- synthetic data
- image data
- data samples
- small number
- probability distribution
- data analysis
- high quality
- feature extraction
- genetic algorithm
- knowledge discovery
- worst case
- dimensionality reduction
- input data
- data collection
- missing data
- original data
- decision trees
- nearest neighbour