Optimized Score Transformation for Fair Classification.
Dennis WeiKarthikeyan Natesan RamamurthyFlávio du Pin CalmonPublished in: AISTATS (2020)
Keyphrases
- classification method
- machine learning
- pattern classification
- automatic classification
- classification systems
- decision trees
- classification scheme
- classification accuracy
- pattern recognition
- support vector machine
- image classification
- text classification
- classification algorithm
- genetic algorithm
- document classification
- object classification
- supervised classification
- decision rules
- support vector machine svm
- supervised learning
- svm classifier
- classification rules
- text categorization
- support vector
- feature extraction
- image processing
- computer vision
- learning algorithm
- classification process
- confidence scores