FairShap: A Data Re-weighting Approach for Algorithmic Fairness based on Shapley Values.
Adrián Arnaiz-RodríguezFrancisco EscolanoNuria OliverPublished in: CoRR (2023)
Keyphrases
- data sets
- data analysis
- database
- data sources
- data quality
- user defined
- high quality
- statistical analysis
- data processing
- data collection
- knowledge discovery
- image data
- small number
- high dimensional data
- synthetic data
- original data
- data distribution
- input variables
- probability distribution
- complex data
- databases
- raw data
- missing values
- training data
- experimental data
- attribute values
- bayesian networks
- cooperative
- end users