A multi-objective-based approach for Fair Principal Component Analysis.
Guilherme Dean PelegrinaRenan D. B. BrottoLeonardo Tomazeli DuarteJoão M. T. RomanoRomis AttuxPublished in: CoRR (2020)
Keyphrases
- multi objective
- principal component analysis
- multi objective optimization
- evolutionary algorithm
- principal components
- multiobjective optimization
- dimensionality reduction
- genetic algorithm
- covariance matrix
- optimization algorithm
- nsga ii
- multiple objectives
- particle swarm optimization
- low dimensional
- objective function
- pareto optimal
- independent component analysis
- face images
- multi criteria
- evolutionary optimization
- multi objective optimization problems
- dimension reduction
- multi objective genetic algorithms
- linear discriminant analysis
- face recognition
- feature extraction
- image processing
- multiobjective evolutionary algorithm
- multi objective evolutionary
- signal processing
- high dimensional
- support vector
- computer vision
- multi objective evolutionary algorithms
- learning algorithm
- neural network
- data sets