Residual Unfairness in Fair Machine Learning from Prejudiced Data.
Nathan KallusAngela ZhouPublished in: CoRR (2018)
Keyphrases
- machine learning
- data collection
- data sets
- knowledge discovery
- data distribution
- data analysis
- database
- synthetic data
- high quality
- statistical analysis
- artificial intelligence
- raw data
- original data
- small number
- data processing
- computer systems
- data quality
- missing data
- pattern recognition
- complex data
- big data
- sensor data
- text mining
- image data
- end users
- relational databases
- decision trees