An adversarial learning algorithm for mitigating gender bias in face recognition.
Prithviraj DharJoshua GleasonHossein SouriCarlos Domingo CastilloRama ChellappaPublished in: CoRR (2020)
Keyphrases
- face recognition
- learning algorithm
- machine learning
- face images
- active learning
- generalization ability
- discriminant analysis
- machine learning algorithms
- human faces
- reinforcement learning
- learning scheme
- recognition rate
- neural network
- computer vision
- face recognition systems
- principal component analysis
- facial images
- training examples
- face detection
- back propagation
- face databases
- learning rate
- recognition accuracy
- local binary pattern
- learning problems
- sparse representation
- feature extraction
- learning process
- multi agent
- learning tasks
- training data
- rbf network
- inductive bias
- robust face recognition
- variance reduction
- hypothesis space
- membership queries
- face verification
- pose variations
- high dimensional
- learning models
- feature vectors
- facial expressions
- training samples
- data sets
- classification algorithm