Can Ensembling Pre-processing Algorithms Lead to Better Machine Learning Fairness?
Khaled BadranPierre-Olivier CôtéAmanda KolopanisRached BouchouchaAntonio CollanteDiego Elias CostaEmad ShihabFoutse KhomhPublished in: CoRR (2022)
Keyphrases
- machine learning
- preprocessing
- learning algorithm
- machine learning algorithms
- significant improvement
- machine learning methods
- computational efficiency
- orders of magnitude
- feature extraction
- pattern recognition
- computational complexity
- times faster
- optimization problems
- computationally efficient
- machine learning approaches
- data sets
- post processing
- semi supervised learning
- knowledge acquisition
- computational intelligence
- computational cost
- active learning
- genetic algorithm