Dataset Fairness: Achievable Fairness on Your Data With Utility Guarantees.
Muhammad Faaiz TaufiqJean-Francois TonYang LiuPublished in: CoRR (2024)
Keyphrases
- data sets
- data collection
- raw data
- data analysis
- high dimensional data
- image data
- databases
- data quality
- original data
- experimental data
- input data
- multimedia data
- statistical analysis
- database
- data points
- data sources
- data structure
- high quality
- training data
- small number
- knowledge discovery
- computer systems
- high dimensional
- synthetic data
- sensor data
- feature space
- test data
- learning algorithm
- complex data
- synthetic datasets