A Reductions Approach to Fair Classification.
Alekh AgarwalAlina BeygelzimerMiroslav DudíkJohn LangfordHanna M. WallachPublished in: ICML (2018)
Keyphrases
- classification accuracy
- pattern recognition
- automatic classification
- decision trees
- feature vectors
- classification scheme
- feature selection
- classification models
- text classification
- image classification
- document classification
- pattern classification
- classification rules
- classification algorithm
- supervised classification
- machine learning algorithms
- support vector
- feature extraction
- learning vector quantization
- classification process
- correct classification
- accuracy rate
- database
- object classification
- decision rules
- support vector machine svm
- feature space
- machine learning
- neural network