Mitigating Face Recognition Bias via Group Adaptive Classifier.
Sixue GongXiaoming LiuAnil K. JainPublished in: CoRR (2020)
Keyphrases
- face recognition
- discriminant analysis
- training data
- sample selection bias
- classification method
- training set
- face images
- feature set
- bias variance decomposition
- classifier systems
- human faces
- facial expressions
- data sets
- classification algorithm
- decision trees
- classification scheme
- computer vision
- multi class
- training samples
- feature space
- feature extraction
- linear classifiers
- classification process
- feature selection
- variance reduction
- learning algorithm