Data Augmentation via Subgroup Mixup for Improving Fairness.
Madeline NavarroCamille Olivia LittleGenevera I. AllenSantiago SegarraPublished in: CoRR (2023)
Keyphrases
- data sets
- data collection
- image data
- high quality
- data analysis
- experimental data
- database
- data objects
- raw data
- test data
- synthetic data
- data processing
- original data
- spatial data
- statistical analysis
- input data
- probability distribution
- data sources
- prior knowledge
- data structure
- learning algorithm
- sensor networks
- knowledge discovery
- high dimensional data
- sensor data
- data streams
- data acquisition
- statistical methods
- neural network
- noisy data
- data quality