What is Fair? Exploring Pareto-Efficiency for Fairness Constrained Classifiers.
Ananth BalashankarAlyssa LeesChris WeltyLakshminarayanan SubramanianPublished in: CoRR (2019)
Keyphrases
- multi objective
- support vector
- training data
- machine learning algorithms
- linear classifiers
- genetic algorithm
- high efficiency
- multi objective optimization
- feature set
- classification algorithm
- machine learning
- training examples
- decision trees
- neural network
- test set
- training set
- majority voting
- classifier combination