Fair SA: Sensitivity Analysis for Fairness in Face Recognition.
Aparna R. JoshiXavier SuauNivedha SivakumarLuca ZappellaNicholas ApostoloffPublished in: CoRR (2022)
Keyphrases
- sensitivity analysis
- face recognition
- simulated annealing
- managerial insights
- influence diagrams
- recognition rate
- feature extraction
- variational inequalities
- discriminant analysis
- sparse representation
- facial expressions
- face images
- human faces
- game theory
- linear discriminant analysis
- recognition accuracy
- facial images
- hybrid algorithm
- principal component analysis
- face recognition systems
- envy free
- computer vision
- face databases
- genetic algorithm ga
- local binary pattern
- finite number
- resource allocation
- decision variables
- face recognition algorithms
- optimal solution
- decision making