Non-Invasive Fairness in Learning Through the Lens of Data Drift.
Ke YangAlexandra MeliouPublished in: ICDE (2024)
Keyphrases
- data sets
- data analysis
- data collection
- learning algorithm
- database
- knowledge acquisition
- high quality
- sensor data
- synthetic data
- experimental data
- statistical analysis
- probability distribution
- data sources
- prior knowledge
- complex data
- data quality
- unsupervised learning
- learning process
- training examples
- high dimensional data
- data structure
- raw data
- data distribution
- spatial data
- concept drift
- domain experts
- labeled data
- data processing
- supervised learning
- image data
- xml documents
- reinforcement learning