FORML: Learning to Reweight Data for Fairness.
Bobby YanSkyler SetoNicholas ApostoloffPublished in: CoRR (2022)
Keyphrases
- data sets
- learning process
- prior knowledge
- complex data
- data analysis
- hidden variables
- database
- synthetic data
- training data
- data structure
- decision trees
- noisy data
- raw data
- sensor data
- background knowledge
- unsupervised learning
- statistical analysis
- high dimensional data
- active learning
- computer systems
- data collection
- data distribution
- statistical methods
- human experts
- data processing
- knowledge discovery
- data points
- learning models
- data sources