Lazy Data Practices Harm Fairness Research.
Jan SimsonAlessandro FabrisChristoph KernPublished in: FAccT (2024)
Keyphrases
- data sets
- raw data
- image data
- input data
- high dimensional data
- database
- data mining techniques
- high quality
- website
- statistical analysis
- historical data
- data objects
- application domains
- synthetic data
- computer systems
- training data
- knowledge discovery
- probability distribution
- data collection
- genetic algorithm
- neural network
- data distribution
- databases
- noisy data
- data quality
- data sources