Data Augmentation via Subgroup Mixup for Improving Fairness.
Madeline NavarroCamille Olivia LittleGenevera I. AllenSantiago SegarraPublished in: ICASSP (2024)
Keyphrases
- data sets
- data collection
- original data
- synthetic data
- application domains
- data sources
- data points
- data mining
- statistical analysis
- computer systems
- data mining techniques
- small number
- prior knowledge
- data analysis
- data processing
- data structure
- training data
- sensor data
- missing values
- database systems
- historical data
- complex data
- data quality
- information retrieval
- social networks
- data mining algorithms
- end users
- bayesian networks
- input data
- image data