Can Ensembling Preprocessing Algorithms Lead to Better Machine Learning Fairness?
Khaled BadranPierre-Olivier CôtéAmanda KolopanisRached BouchouchaAntonio CollanteDiego Elias CostaEmad ShihabFoutse KhomhPublished in: Computer (2023)
Keyphrases
- machine learning
- preprocessing
- learning algorithm
- recently developed
- orders of magnitude
- machine learning algorithms
- reinforcement learning
- computational intelligence
- computationally efficient
- image segmentation
- computational complexity
- predictive accuracy
- theoretical analysis
- optimization problems
- search algorithm
- data sets
- data mining techniques
- computational cost
- data structure
- decision trees
- feature selection
- computational efficiency
- machine learning methods
- learning problems
- artificial intelligence
- machine learning systems