Assessing Algorithmic Fairness with Unobserved Protected Class Using Data Combination.
Nathan KallusXiaojie MaoAngela ZhouPublished in: Manag. Sci. (2022)
Keyphrases
- data sets
- synthetic data
- data processing
- high dimensional data
- data collection
- neural network
- prior knowledge
- sensor data
- knowledge discovery
- computer systems
- data objects
- database
- raw data
- experimental data
- resource allocation
- small number
- end users
- data sources
- data analysis
- spatial data
- data structure
- high quality
- learning algorithm