Polynomial time auditing of statistical subgroup fairness for Gaussian data.
Daniel HsuJizhou HuangBrendan JubaPublished in: CoRR (2024)
Keyphrases
- data sets
- data analysis
- synthetic data
- statistical analysis
- statistical methods
- data collection
- special case
- complex data
- original data
- high dimensional data
- experimental data
- spatial data
- statistical data
- correlation analysis
- data quality
- raw data
- databases
- data mining
- database
- computer systems
- training data
- high quality
- bayesian networks
- resource allocation
- small number
- end users
- statistical significance
- covariance matrices
- prior knowledge