Fair Active Learning in Low-Data Regimes.
Romain CamilleriAndrew WagenmakerJamie MorgensternLalit JainKevin JamiesonPublished in: CoRR (2023)
Keyphrases
- active learning
- data sets
- database
- data collection
- machine learning
- noisy data
- training data
- original data
- data analysis
- prior knowledge
- complex data
- raw data
- high dimensional data
- data sources
- data structure
- image data
- semi supervised
- data processing
- knowledge discovery
- statistical analysis
- training examples
- end users
- synthetic data
- experimental data
- data distribution
- data acquisition
- statistical methods
- decision trees
- neural network