Are fairness metric scores enough to assess discrimination biases in machine learning?
Fanny JourdanLaurent RisserJean-Michel LoubesNicholas AsherPublished in: CoRR (2023)
Keyphrases
- machine learning
- feature selection
- machine learning methods
- explanation based learning
- pattern recognition
- machine learning approaches
- computational intelligence
- natural language processing
- artificial intelligence
- resource allocation
- text classification
- support vector machine
- reinforcement learning
- active learning
- distance measure
- decision trees
- knowledge acquisition
- inductive learning
- metric space
- computer vision
- learning algorithm
- game theory
- learning tasks
- machine learning and data mining
- scoring function
- kernel methods
- machine learning algorithms
- semi supervised learning
- supervised learning
- information extraction
- computer science
- genetic algorithm