Fair classification by loss balancing via fairness-aware batch sampling.
Dohyung KimSungho ParkSunhee HwangHyeran ByunPublished in: Neurocomputing (2023)
Keyphrases
- pattern recognition
- classification accuracy
- image classification
- decision rules
- classification scheme
- machine learning
- supervised classification
- automatic classification
- decision trees
- support vector
- preprocessing
- pattern classification
- supervised learning
- feature extraction
- feature selection
- classification rate
- classification systems
- sampling strategy
- incremental learning
- training samples
- machine learning methods
- classification method
- classification algorithm
- svm classifier
- class labels
- support vector machine
- active learning
- feature space
- learning algorithm