Improving fairness of artificial intelligence algorithms in Privileged-Group Selection Bias data settings.
Dana PessachErez ShmueliPublished in: Expert Syst. Appl. (2021)
Keyphrases
- artificial intelligence
- data sets
- statistical analysis
- image data
- database
- noisy data
- data mining algorithms
- data analysis
- synthetic data
- data collection
- data mining tasks
- statistical methods
- spatial data
- data processing
- data points
- computer systems
- data sources
- computational complexity
- data structure
- neural network
- worst case
- incomplete data
- data quality
- learning algorithm
- original data
- high quality
- data distribution
- missing data
- probability distribution
- data mining techniques