Assessing Algorithmic Fairness with Unobserved Protected Class Using Data Combination.
Nathan KallusXiaojie MaoAngela ZhouPublished in: CoRR (2019)
Keyphrases
- data sets
- data structure
- data collection
- training data
- high quality
- database
- data mining techniques
- missing data
- synthetic data
- knowledge discovery
- image data
- data points
- data processing
- statistical analysis
- data analysis
- complex data
- data sources
- training set
- background knowledge
- data distribution
- original data
- data quality