Fair Machine Unlearning: Data Removal while Mitigating Disparities.
Alex OesterlingJiaqi MaFlávio P. CalmonHimabindu LakkarajuPublished in: AISTATS (2024)
Keyphrases
- data sets
- data collection
- high quality
- data analysis
- original data
- attribute values
- training data
- data structure
- knowledge discovery
- statistical analysis
- historical data
- application domains
- data mining algorithms
- missing data
- raw data
- statistical methods
- data quality
- synthetic data
- data acquisition
- data distribution
- spatial data
- database systems
- decision trees
- information systems
- machine learning