Interpretable Data-Based Explanations for Fairness Debugging.
Romila PradhanJiongli ZhuBoris GlavicBabak SalimiPublished in: SIGMOD Conference (2022)
Keyphrases
- data sets
- image data
- data collection
- data analysis
- training data
- data structure
- data acquisition
- data processing
- experimental data
- historical data
- data quality
- xml documents
- original data
- end users
- probability distribution
- data mining techniques
- data mining
- computer systems
- parallel programming
- feature selection
- application domains
- domain experts
- synthetic data
- high dimensional data
- real time
- prior knowledge
- machine learning
- search engine
- database systems