Simple data balancing achieves competitive worst-group-accuracy.
Badr Youbi IdrissiMartín ArjovskyMohammad PezeshkiDavid Lopez-PazPublished in: CLeaR (2022)
Keyphrases
- data sets
- synthetic data
- data analysis
- data processing
- high quality
- complex data
- data sources
- statistical analysis
- image data
- high accuracy
- data reduction
- network structure
- prediction accuracy
- knowledge discovery
- data points
- training data
- database systems
- neural network
- small number
- missing data
- data distribution
- test data
- multimedia data
- big data
- information systems