Optimizing sample diversity with fairness constraints on imbalanced, sparse, hiring data.
Lauren R. McCareyThomas S. McTavishPublished in: GECCO Companion (2022)
Keyphrases
- data sets
- high quality
- original data
- data collection
- training data
- data analysis
- raw data
- knowledge discovery
- databases
- sparse data
- data quality
- missing values
- test data
- data samples
- database
- synthetic data
- data processing
- input data
- data sources
- prior knowledge
- data structure
- high dimensional data
- sensor data
- small number
- data points
- spectral clustering
- data mining