Adaptive Sensitive Reweighting to Mitigate Bias in Fairness-aware Classification.
Emmanouil KrasanakisEleftherios Spyromitros XioufisSymeon PapadopoulosYiannis KompatsiarisPublished in: WWW (2018)
Keyphrases
- classification accuracy
- support vector machine
- pattern recognition
- support vector
- preprocessing
- pattern classification
- decision trees
- text classification
- support vector machine svm
- classification process
- feature vectors
- feature selection
- classification systems
- supervised classification
- automatic classification
- classification rules
- class labels
- image classification
- machine learning
- classification algorithm
- resource allocation
- classification method
- benchmark datasets
- cost sensitive
- classification models
- document classification
- training set
- feature extraction
- eeg signals