FairPrep: Promoting Data to a First-Class Citizen in Studies on Fairness-Enhancing Interventions.
Sebastian SchelterYuxuan HeJatin KhilnaniJulia StoyanovichPublished in: CoRR (2019)
Keyphrases
- data sets
- neural network
- data analysis
- data sources
- empirical data
- database
- data quality
- data distribution
- statistical analysis
- data collection
- data processing
- input data
- image data
- computer systems
- data points
- synthetic data
- complex data
- training data
- original data
- raw data
- high quality
- metadata
- historical data
- data objects
- game theory
- small number
- experimental data
- spatial data
- class labels
- multi class