Lazy Data Practices Harm Fairness Research.
Jan SimsonAlessandro FabrisChristoph KernPublished in: CoRR (2024)
Keyphrases
- data sets
- data analysis
- data structure
- knowledge discovery
- noisy data
- data collection
- experimental data
- data points
- image data
- data processing
- statistical methods
- application domains
- synthetic data
- data distribution
- input data
- training data
- data sources
- data objects
- missing values
- complex data
- original data
- attribute values
- computer systems
- data mining techniques
- small number
- probability distribution
- case study
- learning algorithm
- real world