Diverse Data Selection under Fairness Constraints.
Zafeiria MoumoulidouAndrew McGregorAlexandra MeliouPublished in: ICDT (2021)
Keyphrases
- data sets
- data analysis
- computer systems
- application domains
- synthetic data
- database
- data processing
- data collection
- training data
- data quality
- raw data
- experimental data
- prior knowledge
- high quality
- data points
- image data
- constrained optimization
- historical data
- original data
- integrity constraints
- missing values
- data acquisition
- machine learning
- sensor data
- missing data
- genetic algorithm
- small number
- data sources