Two Simple Ways to Learn Individual Fairness Metrics from Data.
Debarghya MukherjeeMikhail YurochkinMoulinath BanerjeeYuekai SunPublished in: ICML (2020)
Keyphrases
- database
- data sets
- data collection
- data processing
- knowledge discovery
- complex data
- experimental data
- data sources
- data analysis
- data structure
- statistical analysis
- social networks
- data quality
- information systems
- computer systems
- high quality
- small number
- image data
- input data
- training data
- data warehouse
- xml documents
- synthetic data
- missing data
- application domains
- data distribution
- raw data
- original data
- noisy data
- prior knowledge