Resampling Strategy for Mitigating Unfairness in Face Attribute Classification.
Dohyung KimSungho ParkSunhee HwangMinsong KiSeogkyu JeonHyeran ByunPublished in: ICTC (2020)
Keyphrases
- classification accuracy
- automatic classification
- pattern recognition
- text classification
- classification systems
- pattern classification
- image classification
- support vector machine
- human faces
- classification method
- support vector machine svm
- data sets
- cost sensitive
- classification scheme
- expression recognition
- human recognition
- classification rules
- gender recognition
- attribute values
- knn
- active learning
- support vector
- training data
- feature extraction
- feature selection
- machine learning
- neural network