Mitigating Unfairness via Evolutionary Multi-objective Ensemble Learning.
Qingquan ZhangJialin LiuZeqi ZhangJunyi WenBifei MaoXin YaoPublished in: CoRR (2022)
Keyphrases
- ensemble learning
- evolutionary multi objective
- optimization algorithm
- multi objective genetic algorithm
- ensemble methods
- generalization ability
- multi objective
- ensemble classifier
- base classifiers
- optimization method
- random forest
- mutual subspace method
- weak learners
- feature selection
- prediction accuracy
- multi class
- unlabeled data
- evolutionary algorithm
- neural network