Fair Selective Classification Via Sufficiency.
Joshua K. LeeYuheng BuDeepta RajanPrasanna SattigeriRameswar PandaSubhro DasGregory W. WornellPublished in: ICML (2021)
Keyphrases
- classification accuracy
- decision trees
- object classification
- classification scheme
- support vector
- pattern recognition
- automatic classification
- feature vectors
- pattern classification
- support vector machine
- feature space
- automated classification
- image classification
- database
- feature selection
- machine learning
- incremental learning
- correct classification
- benchmark data sets
- supervised learning
- machine learning methods
- classification method
- class labels
- benchmark datasets
- unsupervised learning
- model selection
- text classification
- pairwise
- preprocessing
- feature extraction
- face recognition
- neural network
- data sets